{"meta":{"query_hash":"58f6a7490a50","filters":{"venue":"Clinical Medicine & Engineering"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/58f6a7490a50","api":"https://metacan.xera.ac/api/v1/cohort?venue=Clinical+Medicine+%26+Engineering"},"results":[{"id":"W2349685355","doi":"","title":"The Reliability and Validity of the Calgary Depression Scale for Schizophrenia","year":2013,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Personality Disorders and Psychopathology","field":"Psychology","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":"Positive and Negative Syndrome Scale; Schizophrenia (object-oriented programming); Medicine; Discriminant validity; Clinical psychology; Reliability (semiconductor); Hamd; Psychiatry; Depression (economics); Convergent validity; Scale (ratio); Internal consistency; Psychometrics; Psychosis","score_opus":0.04104692526324953,"score_gpt":0.3611076219670631,"score_spread":0.32006069670381354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349685355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98777497,0.0011325955,0.0031705434,0.004186017,0.0024813407,0.0005006787,0.0000040853165,0.000028903718,0.0007208794],"genre_scores_gemma":[0.99834305,0.000083444786,0.0005071219,0.00032509016,0.00038927968,0.00010908001,0.0000017801767,0.000013900549,0.00022726567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872464,0.00016479222,0.0005183894,0.00026853543,0.00010577804,0.00021785179],"domain_scores_gemma":[0.99652153,0.0026908834,0.00010623803,0.0005205115,0.00006602998,0.00009482126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014434641,0.00011156133,0.0002844835,0.000015627718,0.00010195814,0.0000050771378,0.00024482884,0.00014936388,0.000077431556],"category_scores_gemma":[0.0017413083,0.000055826247,0.00011020644,0.00008266136,0.0004428153,0.000025147172,0.000064203705,0.00031555456,0.000005465219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005004077,0.00032797625,0.7532388,0.00017716682,0.000081934115,0.0000015431301,0.001295151,0.0000503819,0.0016066107,0.0045531443,0.04269289,0.19547401],"study_design_scores_gemma":[0.0015301859,0.00021870834,0.9764006,0.00007538447,0.000038303253,0.000007696778,0.00013695282,0.0017494286,0.000016148544,0.0021754957,0.017567936,0.00008311542],"about_ca_topic_score_codex":0.00010428442,"about_ca_topic_score_gemma":0.000012006518,"teacher_disagreement_score":0.22316186,"about_ca_system_score_codex":0.000005657385,"about_ca_system_score_gemma":0.000011097762,"threshold_uncertainty_score":0.22765283},"labels":[],"label_agreement":null},{"id":"W2360298866","doi":"","title":"Effect of Early Mental Intervention on Cognition and Body Function Rehabilitation of Patients with Cerebral Arterial Thrombosis","year":2012,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","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":"Medicine; Rehabilitation; Cognition; Montreal Cognitive Assessment; Physical therapy; Intervention (counseling); Stroke (engine); Physical medicine and rehabilitation; Barthel index; Thrombosis; Cognitive impairment; Internal medicine; Psychiatry","score_opus":0.022347018762378164,"score_gpt":0.3108040057570254,"score_spread":0.2884569869946472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360298866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986103,0.000006683543,0.00030396186,0.00002199375,0.0006313942,0.00036141436,0.0000137967945,0.00002334492,0.00002710768],"genre_scores_gemma":[0.9998097,0.0000030585852,0.00003391754,0.000028513105,0.00008147217,0.000018419343,0.0000145395,0.000009333153,0.0000010365403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990627,0.00013801083,0.0003175109,0.000173471,0.00019459725,0.00011367537],"domain_scores_gemma":[0.9989046,0.00078047474,0.00012278886,0.00008311123,0.00002021031,0.000088851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002545679,0.00010444092,0.00023614381,0.000053164564,0.00001913234,0.0000025615768,0.000029761255,0.000044909066,0.00003520188],"category_scores_gemma":[0.0008932648,0.00006673058,0.00005421998,0.00007648592,0.00008498222,0.00012218642,0.00001764536,0.00008035037,0.000002455118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010377141,0.0034033996,0.7795771,0.0005350986,0.000109349996,0.0000016714424,0.00026400594,0.000023994533,0.1811632,0.0026369917,0.000029949433,0.021878133],"study_design_scores_gemma":[0.004525493,0.030884529,0.9477831,0.00019274793,0.00014378109,2.5540865e-7,0.0000039689476,0.00013493316,0.016219694,0.000047421865,0.0000073195934,0.000056753957],"about_ca_topic_score_codex":0.000002348367,"about_ca_topic_score_gemma":6.74649e-8,"teacher_disagreement_score":0.16820604,"about_ca_system_score_codex":0.0000082054885,"about_ca_system_score_gemma":0.000001323434,"threshold_uncertainty_score":0.2721194},"labels":[],"label_agreement":null},{"id":"W2374222959","doi":"","title":"Clinical Observation of Combination Oral Contraceptive Pill for the Treatment of Primary Dysmenorrhea","year":2010,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Healthcare and Venom Research","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":"Medicine; Pill; Visual analogue scale; Distress; Physical therapy; Intervention (counseling); Gynecology; Psychiatry; Nursing","score_opus":0.22576791140763253,"score_gpt":0.49208682261007497,"score_spread":0.26631891120244244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374222959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98393697,0.0005596388,0.006358939,0.006240253,0.0012801322,0.0014302187,0.000010429914,0.00003045082,0.00015297624],"genre_scores_gemma":[0.99424106,0.0011980352,0.0029272141,0.00025637672,0.0010701504,0.00007058738,0.00005248907,0.000022986616,0.00016110929],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99792933,0.000067703404,0.0012804784,0.00021670436,0.00028392815,0.00022186678],"domain_scores_gemma":[0.9926671,0.006056771,0.00020898857,0.0003741697,0.0004917113,0.0002012636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025503207,0.0001275377,0.0008223698,0.000070612514,0.00003254706,0.0000018643614,0.00010511921,0.0002033106,0.000040912888],"category_scores_gemma":[0.0040330305,0.00007587292,0.00020538061,0.00016726497,0.00027783212,0.000037437207,0.00001407234,0.00041857336,0.0000020402254],"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":[0.0012192727,0.0022661646,0.31888005,0.0005867676,0.000387339,0.000008154283,0.0005306199,0.000020501313,0.009324898,0.0034389496,0.0008494354,0.66248786],"study_design_scores_gemma":[0.00808853,0.01484312,0.92588663,0.00022667529,0.00025652046,0.0000051967995,0.00010631486,0.012174975,0.00051446754,0.000068494664,0.03774841,0.00008064157],"about_ca_topic_score_codex":0.00009462705,"about_ca_topic_score_gemma":0.000017170207,"teacher_disagreement_score":0.6624072,"about_ca_system_score_codex":0.00004895059,"about_ca_system_score_gemma":0.00020259465,"threshold_uncertainty_score":0.48282057},"labels":[],"label_agreement":null},{"id":"W2389424045","doi":"","title":"Impact of Personalized Intervention with Family's Participation on the Security of Intravenous Infusions in Patients with Mild Cognitive Impairment","year":2014,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Traumatic Brain Injury and Neurovascular Disturbances","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":"Medicine; Incidence (geometry); Intervention (counseling); Cognitive impairment; Cognition; Intravenous Infusions; Montreal Cognitive Assessment; Patient satisfaction; Anesthesia; Emergency medicine; Nursing; Psychiatry","score_opus":0.029516407372607203,"score_gpt":0.3345606099018934,"score_spread":0.3050442025292862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389424045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982804,0.000044941455,0.00077079417,0.00013389406,0.0000648058,0.0005798273,0.0000057628163,0.000015340878,0.000104243736],"genre_scores_gemma":[0.9997257,0.00001606489,0.00005593819,0.00008391347,0.00005268246,0.000029830062,0.000020236113,0.00001328089,0.0000023785049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986578,0.00012535945,0.00057895697,0.00017257937,0.00031936454,0.00014592272],"domain_scores_gemma":[0.99839973,0.0009915456,0.00019607562,0.00019701861,0.00012870651,0.0000869199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074484013,0.00013889589,0.00049401936,0.00008625547,0.000016381227,0.0000016903658,0.000059513943,0.000051721705,0.000040263152],"category_scores_gemma":[0.0010770083,0.00006866212,0.00012844488,0.00021832145,0.00021647356,0.000030413594,0.000013225572,0.00027756166,7.890592e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064147036,0.0036505528,0.9746726,0.00044910892,0.000630908,0.000005958622,0.0032712794,0.00050161325,0.0001287032,0.00070861203,0.000064843385,0.009501102],"study_design_scores_gemma":[0.008143629,0.015607415,0.97115654,0.003276156,0.00019604799,0.0000011493521,0.0001758685,0.0012599446,0.000091604226,0.000015814363,0.000008360335,0.00006745212],"about_ca_topic_score_codex":0.000042344633,"about_ca_topic_score_gemma":0.000006007874,"teacher_disagreement_score":0.011956862,"about_ca_system_score_codex":0.000026818312,"about_ca_system_score_gemma":0.000025108497,"threshold_uncertainty_score":0.27999598},"labels":[],"label_agreement":null},{"id":"W2389804967","doi":"","title":"Clinical Analysis of Interventional Treatment of Intervertebral Space Infection","year":2012,"lang":"en","type":"article","venue":"Clinical Medicine & Engineering","topic":"Infectious Diseases and Tuberculosis","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":"Medicine; Erythrocyte sedimentation rate; Surgery; Conservative treatment; McGill Pain Questionnaire; Low back pain; Pathology","score_opus":0.06121744634943744,"score_gpt":0.4189085532333264,"score_spread":0.35769110688388894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389804967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890508,0.0010935594,0.007456334,0.00026709808,0.0013080509,0.00018750291,0.00000914868,0.000050589613,0.0005769035],"genre_scores_gemma":[0.9979924,0.00035969962,0.000366076,0.000050427137,0.0010732891,0.000011252831,0.0000541184,0.000018004659,0.000074744254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997839,0.00007989769,0.0014313053,0.00020059427,0.00022534342,0.0002238887],"domain_scores_gemma":[0.998396,0.00054585224,0.0002743839,0.00030919648,0.00014658381,0.00032801914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000814058,0.00016875038,0.0011763583,0.00038785514,0.00001369058,0.0000014961483,0.000043027852,0.00014629787,0.0006523537],"category_scores_gemma":[0.0011339025,0.00012494228,0.0013511371,0.0005988624,0.0001489667,0.000065947315,0.000028237304,0.00016530423,0.000008091191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010729158,0.0023892305,0.9827288,0.00012718832,0.0040576635,0.0000030986216,0.000085980675,0.0002808248,0.000082114035,0.00068367104,0.00018847361,0.0092656985],"study_design_scores_gemma":[0.0022047898,0.003891462,0.97451645,0.0002991465,0.0072723203,0.0000083242185,0.000019829553,0.009186275,0.0001287962,0.0000060159045,0.0023754009,0.00009121285],"about_ca_topic_score_codex":0.00017798999,"about_ca_topic_score_gemma":0.0000101192645,"teacher_disagreement_score":0.009174486,"about_ca_system_score_codex":0.00007018429,"about_ca_system_score_gemma":0.000027722992,"threshold_uncertainty_score":0.7142815},"labels":[],"label_agreement":null}]}