{"meta":{"query_hash":"5342c447bcf2","filters":{"venue":"WCET Journal"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5342c447bcf2","api":"https://metacan.xera.ac/api/v1/cohort?venue=WCET+Journal"},"results":[{"id":"W4313562766","doi":"10.33235/wcet.42.4.41-47","title":"The meaning of diabetes for individuals who develop diabetic foot ulcer: a qualitative study informed by social constructivism and symbolic interactionism frameworks","year":2022,"lang":"en","type":"article","venue":"WCET Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Lakehead University","funders":"Canadian Frailty Network","keywords":"Symbolic interactionism; Social constructivism; Qualitative research; Meaning (existential); Constructivism (international relations); Interactionism; Sociology; Embodied cognition; Epistemology; Psychology; Social psychology; Psychotherapist; Pedagogy; Social science; Political science; Philosophy","score_opus":0.019791943721206837,"score_gpt":0.34374041910827885,"score_spread":0.323948475387072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313562766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823695,0.0007663585,0.00477544,0.0050398884,0.00010911182,0.0006896977,0.00025712917,0.000019420931,0.0059734513],"genre_scores_gemma":[0.99202746,0.00077606644,0.0027617482,0.0012537655,0.000018129951,0.0008162945,0.00005560344,0.000019445773,0.0022714932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9909787,0.006755383,0.0002360156,0.00034279242,0.0005368676,0.0011501161],"domain_scores_gemma":[0.98317856,0.012860699,0.0009285343,0.00031978864,0.0011443764,0.0015681066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015563485,0.00042701227,0.0007006624,0.0014810904,0.009896139,0.003930493,0.0013918563,0.0012764041,0.0031607642],"category_scores_gemma":[0.015044268,0.0006384149,0.00053347717,0.0015387924,0.008828504,0.0035806259,0.0057763266,0.002910026,0.00023029144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021954056,0.000035590423,0.0016456414,0.00010332725,0.0000025631239,0.00027241075,0.99417394,0.000021007683,0.00021118596,0.0009492115,0.0003270039,0.0022361572],"study_design_scores_gemma":[0.0000056498975,0.000026039792,0.00049808796,0.00013369124,0.0000027933595,0.00009019031,0.99542207,0.000041207357,0.00007262757,0.00037169477,0.0033299176,0.000006122118],"about_ca_topic_score_codex":0.014266698,"about_ca_topic_score_gemma":0.027515423,"teacher_disagreement_score":0.015563485,"about_ca_system_score_codex":0.0059089395,"about_ca_system_score_gemma":0.00821754,"threshold_uncertainty_score":0.08230859},"labels":[],"label_agreement":null},{"id":"W4362668994","doi":"10.33235/wcet.43.1.11-19","title":"Clinical preventive-based best practices to reduce the risk of peristomal skin complications – an international consensus report","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"Coloplast","keywords":"Medicine; Dermatology; Intensive care medicine","score_opus":0.16414642223372905,"score_gpt":0.48670120651868803,"score_spread":0.322554784284959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362668994","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02719463,0.29646534,0.048848696,0.5185976,0.018043818,0.0071699126,0.0015183046,0.000553116,0.08160853],"genre_scores_gemma":[0.27651966,0.4185149,0.22895382,0.0567688,0.0025573848,0.006472093,0.0031878685,0.00026800047,0.006757487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9456104,0.02338966,0.012492816,0.0018012477,0.014643301,0.0020626883],"domain_scores_gemma":[0.9138603,0.03446214,0.009355621,0.0030554512,0.032823954,0.0064425454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10545696,0.0012625584,0.0016380931,0.0076446906,0.0017911623,0.004904116,0.0049643693,0.0045696567,0.0030399733],"category_scores_gemma":[0.08503972,0.00078096223,0.0038251034,0.0043834415,0.0020683687,0.0034359628,0.007413351,0.006527263,0.0011375849],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018197026,0.0012660702,0.008867207,0.045083687,0.001063932,0.0005987295,0.0121184755,0.0028379285,0.0016155469,0.021436222,0.113953814,0.7909764],"study_design_scores_gemma":[0.00043569063,0.00096332363,0.027652187,0.22942765,0.0022382392,0.0013463602,0.021616085,0.0038671882,0.0034353817,0.021501258,0.68715936,0.00035736716],"about_ca_topic_score_codex":0.008162292,"about_ca_topic_score_gemma":0.008356039,"teacher_disagreement_score":0.10545696,"about_ca_system_score_codex":0.0074391775,"about_ca_system_score_gemma":0.049279608,"threshold_uncertainty_score":0.55771637},"labels":[],"label_agreement":null},{"id":"W4362669030","doi":"10.33235/wcet.43.1.28-34","title":"Self-treatment of abscesses by persons who inject intravenous drugs: a community-based quality improvement inquiry","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Medicine; Intensive care medicine; Quality (philosophy)","score_opus":0.055594342687352145,"score_gpt":0.3423907290997279,"score_spread":0.28679638641237576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362669030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865104,0.00055438717,0.000555344,0.006634223,0.000050591843,0.0003521059,0.000027117387,0.000012505127,0.003162782],"genre_scores_gemma":[0.9963527,0.0006369335,0.0015323843,0.0009070604,0.000019292933,0.00015675064,0.000022881186,0.0000038752187,0.00036824055],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98877,0.0077021043,0.00055588107,0.00030746075,0.0013872669,0.00127729],"domain_scores_gemma":[0.98231643,0.005920903,0.0036945431,0.00046823255,0.0032065092,0.0043934626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014802977,0.00020629713,0.00038946923,0.0015496742,0.0064483653,0.0031852135,0.0012090114,0.0011169071,0.0007953126],"category_scores_gemma":[0.02720385,0.00039521462,0.00040347865,0.001095951,0.0036049352,0.0026153256,0.0049920063,0.0026827024,0.000063129],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005992208,0.0029240842,0.16156743,0.00055481563,0.000047960395,0.0010364994,0.7627069,0.000102597885,0.0008132854,0.0019427304,0.0030235564,0.06522026],"study_design_scores_gemma":[0.00003229374,0.0006482902,0.06580447,0.0004157811,0.000020377647,0.0005598947,0.92307526,0.00025129237,0.00022326758,0.00032795809,0.008609263,0.000031758802],"about_ca_topic_score_codex":0.01257276,"about_ca_topic_score_gemma":0.031380337,"teacher_disagreement_score":0.014802977,"about_ca_system_score_codex":0.005161589,"about_ca_system_score_gemma":0.01374949,"threshold_uncertainty_score":0.07828659},"labels":[],"label_agreement":null},{"id":"W4383372293","doi":"10.33235/wcet.43.2.24-28","title":"Delving into skin and soft tissue infections (SSTI). Part III: focus on cellulitis","year":2023,"lang":"en","type":"article","venue":"WCET Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cellulitis; Focus (optics); Soft tissue; Dermatology; Medicine; Cellulite; Pathology; Optics; Physics","score_opus":0.05542713147990577,"score_gpt":0.42872782675036786,"score_spread":0.37330069527046206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383372293","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014976533,0.6804287,0.005791339,0.08908826,0.1044141,0.00033662928,0.000114166476,0.00016087545,0.10468944],"genre_scores_gemma":[0.048799176,0.6792399,0.0036458108,0.07586414,0.11207242,0.00018839631,0.0001849691,0.00012545976,0.07987968],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948716,0.00010861585,0.000059985203,0.000052945496,0.00019348934,0.000097822776],"domain_scores_gemma":[0.9981142,0.0008843302,0.00027549063,0.000051446463,0.00035193004,0.00032260746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079311745,0.0007619032,0.0006582274,0.0020563037,0.0010889901,0.0024905743,0.0005027235,0.0027947607,0.0099214185],"category_scores_gemma":[0.0027633852,0.00029438792,0.00055364735,0.0012291266,0.0016097296,0.0018500517,0.0016765585,0.0033200001,0.004025117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074189105,0.00030453992,0.0067330897,0.0029768348,0.00004068323,0.01046623,0.0019218719,0.00026856066,0.005271815,0.008287886,0.44507587,0.51857847],"study_design_scores_gemma":[0.000012138601,0.0005215473,0.021156428,0.0056251814,0.00003763712,0.04350812,0.0033310957,0.00017217215,0.0012842015,0.005987398,0.9183077,0.000056342782],"about_ca_topic_score_codex":0.0012994163,"about_ca_topic_score_gemma":0.004105768,"teacher_disagreement_score":0.0099214185,"about_ca_system_score_codex":0.0009126576,"about_ca_system_score_gemma":0.0009920459,"threshold_uncertainty_score":0.03319049},"labels":[],"label_agreement":null},{"id":"W4390756618","doi":"10.33235/wcet.43.4.32-39","title":"Examining the association of immunosuppressants and wound healing: a narrative review","year":2023,"lang":"en","type":"review","venue":"WCET Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"Narrative; Wound healing; Association (psychology); Narrative review; Medicine; Psychology; Intensive care medicine; Surgery; Psychotherapist; Art; Literature","score_opus":0.17236946078317275,"score_gpt":0.42941770317047306,"score_spread":0.2570482423873003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390756618","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014809587,0.99950063,0.00002364252,0.00010859174,0.00005012803,0.000009266194,0.000028668685,9.590628e-7,0.0001300108],"genre_scores_gemma":[0.0013043047,0.9982992,0.0000837183,0.00015038715,0.000075554235,0.000014147323,0.000024343162,5.212519e-7,0.000047870093],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988895,0.00029951808,0.000389251,0.00013718731,0.00023639164,0.000048190857],"domain_scores_gemma":[0.99369955,0.0045906384,0.0011772735,0.00006351463,0.00040938944,0.00005963854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018557734,0.00087216304,0.001936375,0.0046602627,0.0003946578,0.001451402,0.0009243213,0.0011322092,0.0037246908],"category_scores_gemma":[0.009723456,0.00036480493,0.0016641357,0.0057866927,0.00047721318,0.0015746504,0.00082076585,0.0008615867,0.0004102652],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028662581,0.0000520308,0.0018992459,0.64568764,0.0020210824,0.0006229748,0.00034583927,0.0002225303,0.00058862695,0.0016831055,0.014189942,0.33240032],"study_design_scores_gemma":[0.00011501108,0.00033369893,0.012419114,0.6469689,0.01890981,0.007236184,0.000994668,0.00016931508,0.0005850829,0.0021140203,0.31006423,0.0000900118],"about_ca_topic_score_codex":0.0019841327,"about_ca_topic_score_gemma":0.005433588,"teacher_disagreement_score":0.0046602627,"about_ca_system_score_codex":0.000806527,"about_ca_system_score_gemma":0.0030183855,"threshold_uncertainty_score":0.012460351},"labels":[],"label_agreement":null},{"id":"W4402788832","doi":"10.33235/wcet.44.3.12-19/","title":"Examining the association of immunosuppressants and wound healing: a narrative review","year":2024,"lang":"en","type":"review","venue":"WCET Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alberta Innovates","keywords":"Narrative; Wound healing; Association (psychology); Narrative review; Medicine; Psychology; Psychotherapist; Intensive care medicine; Surgery; Literature; Art","score_opus":0.1171430921447541,"score_gpt":0.42020928987481887,"score_spread":0.30306619773006477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402788832","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000112879854,0.9994815,0.00002572718,0.00013052176,0.00006685487,0.000010052719,0.00002814256,0.0000010319382,0.00014339933],"genre_scores_gemma":[0.0011760859,0.9983841,0.00007820204,0.00018428318,0.00008062806,0.000014941898,0.000021683845,6.187158e-7,0.00005937882],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985726,0.0004336645,0.00044270072,0.00016337923,0.00033139536,0.000056289227],"domain_scores_gemma":[0.9914922,0.006555325,0.0012578664,0.00008409998,0.0005390577,0.000071504175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022631115,0.0008452805,0.0022043283,0.0034991114,0.0003806409,0.0014839655,0.0008653859,0.001193584,0.0038115631],"category_scores_gemma":[0.012241719,0.0003490557,0.001969223,0.003987592,0.00047398102,0.0013026518,0.0007592537,0.0010269897,0.00046559327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002835971,0.000046056346,0.0011058712,0.6281227,0.0025993215,0.00031534387,0.00023737595,0.00020117794,0.00061657984,0.0016873606,0.014910917,0.34987372],"study_design_scores_gemma":[0.0001384665,0.0003743501,0.0082765985,0.6180617,0.0222353,0.0034674793,0.00062073243,0.00014971156,0.0006662206,0.0019594566,0.34397534,0.00007464295],"about_ca_topic_score_codex":0.0021165996,"about_ca_topic_score_gemma":0.005843949,"teacher_disagreement_score":0.0038115631,"about_ca_system_score_codex":0.0008386728,"about_ca_system_score_gemma":0.0031916152,"threshold_uncertainty_score":0.012750983},"labels":[],"label_agreement":null},{"id":"W4408863789","doi":"10.33235/wcet.45.1.27-33","title":"Adults’ and their care partners’ perspectives of living with a stoma: a qualitative descriptive, community-based inquiry","year":2025,"lang":"en","type":"article","venue":"WCET Journal","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Descriptive research; Psychology; Descriptive statistics; Sociology; Nursing; Medicine; Social science","score_opus":0.06311189891355845,"score_gpt":0.3790426553656042,"score_spread":0.31593075645204577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408863789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152184,0.0009013734,0.0012941639,0.001487106,0.000040152434,0.00023304438,0.00012232033,0.000008197735,0.0043917517],"genre_scores_gemma":[0.9959409,0.00090574304,0.00083827,0.0005955982,0.000013443007,0.00028279325,0.000054520817,0.00000867911,0.0013599705],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99394846,0.004319821,0.00025346162,0.00030610216,0.00040598284,0.0007662635],"domain_scores_gemma":[0.9920271,0.005887879,0.0006173982,0.00018734255,0.00058325846,0.00069694145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010303952,0.0004107583,0.0005650693,0.0012684561,0.0063536433,0.0037429822,0.001003228,0.0014055376,0.0023779178],"category_scores_gemma":[0.010992633,0.00059983536,0.00040587294,0.0012220069,0.005613884,0.0035809064,0.0042111585,0.0019043129,0.0002034681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015998668,0.000026079191,0.0027319605,0.00008958787,0.000002682191,0.00044223544,0.99348867,0.0000126178575,0.00024767942,0.000441244,0.00015314661,0.0023480463],"study_design_scores_gemma":[0.000002170945,0.000028561924,0.001107812,0.000087419576,0.0000024165395,0.00019603039,0.99599326,0.00001885712,0.00008016679,0.00009803319,0.0023800482,0.0000051960146],"about_ca_topic_score_codex":0.010946621,"about_ca_topic_score_gemma":0.019117335,"teacher_disagreement_score":0.010946621,"about_ca_system_score_codex":0.0030067104,"about_ca_system_score_gemma":0.0035097236,"threshold_uncertainty_score":0.05449319},"labels":[],"label_agreement":null}]}