{"meta":{"query_hash":"ef3a43ecabd8","filters":{"venue":"The Journal of Health Design"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/ef3a43ecabd8","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Health+Design"},"results":[{"id":"W2793638899","doi":"10.21853/jhd.2018.47","title":"The Partnership Co-Design Lab: Co-constructing a Patient Advisor Programme to increase adherence to rehabilitation after upper extremity replantation","year":2018,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Rehabilitation; General partnership; Psychological intervention; Physical therapy; Medicine; Nursing; Business","score_opus":0.05946651312339982,"score_gpt":0.3580145820484994,"score_spread":0.29854806892509955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793638899","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":[0.8481547,0.0005654716,0.14399968,0.0039513083,0.00022755469,0.0029055695,0.000003528014,0.0000493978,0.00014278857],"genre_scores_gemma":[0.901924,0.00008881406,0.09573982,0.0018946026,0.00020156284,0.00009294265,0.0000014347261,0.000021699023,0.000035133024],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9954099,0.0026305483,0.0009440153,0.00018502491,0.00040647728,0.00042401237],"domain_scores_gemma":[0.9961197,0.0019142658,0.0006405267,0.00036569012,0.0006442183,0.0003156427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011568426,0.00016717012,0.00037515428,0.00016516405,0.00036870345,0.000044126024,0.00015011361,0.00006196452,0.000036027624],"category_scores_gemma":[0.002267364,0.00009432852,0.00012350208,0.00028570593,0.00023404394,0.00015062923,0.000019277082,0.0003116231,0.000025978672],"study_design_candidate":"design_other","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":[0.019345261,0.00020560688,0.024800088,0.0001744918,0.00015551932,0.000027009157,0.017493663,0.000011821763,0.009591686,0.00009564852,0.028659103,0.8994401],"study_design_scores_gemma":[0.009420962,0.12706865,0.1855111,0.0126639465,0.001096917,0.019896286,0.06990519,0.0003164702,0.42373353,0.010801509,0.13734579,0.002239651],"about_ca_topic_score_codex":0.00008259797,"about_ca_topic_score_gemma":0.0000106396565,"teacher_disagreement_score":0.89720047,"about_ca_system_score_codex":0.0002469214,"about_ca_system_score_gemma":0.0006823393,"threshold_uncertainty_score":0.40094087},"labels":[],"label_agreement":null},{"id":"W3110757414","doi":"10.21853/jhd.2020.115","title":"Co-design of a supportive movement/dance program with Body Brave for individuals affected by eating disorders","year":2020,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Dance; Eating disorders; Movement (music); Psychology; Psychotherapist; Gerontology; Psychiatry; Art; Medicine; Visual arts; Aesthetics","score_opus":0.05286419126420325,"score_gpt":0.3752012051292927,"score_spread":0.3223370138650895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110757414","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24351189,0.0024114097,0.74196106,0.0058512795,0.000143706,0.005856321,0.00006643099,0.000065914326,0.00013198321],"genre_scores_gemma":[0.9770333,0.000108974455,0.020589722,0.0019722106,0.000058418667,0.00011068588,0.0000108677195,0.0000551732,0.00006060453],"study_design_codex":"not_applicable","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99699306,0.0011671582,0.00086431066,0.00016909932,0.00035611202,0.0004502405],"domain_scores_gemma":[0.99689573,0.0007462567,0.0018981674,0.00015901493,0.0001487975,0.00015205363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024911258,0.00019740517,0.0005219501,0.000063897336,0.00019219186,0.000021029453,0.00033041503,0.00006812348,0.0000763167],"category_scores_gemma":[0.000098079014,0.00012497869,0.00008462263,0.00027326244,0.00012747555,0.0000856082,0.000010427064,0.00031769022,0.0000023281864],"study_design_candidate":"nonrandomized_trial","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":[0.013204715,0.009572307,0.15805933,0.0013483465,0.0022980457,0.000024657953,0.15332477,0.0041603423,0.025528593,0.00050722645,0.34968245,0.2822892],"study_design_scores_gemma":[0.062253624,0.52487254,0.2591324,0.003826695,0.00268108,0.00023237361,0.10702112,0.006023726,0.016663725,0.00692991,0.006907077,0.003455727],"about_ca_topic_score_codex":0.00008391173,"about_ca_topic_score_gemma":0.0000034385384,"teacher_disagreement_score":0.73352146,"about_ca_system_score_codex":0.000036012403,"about_ca_system_score_gemma":0.00028093185,"threshold_uncertainty_score":0.50964826},"labels":[],"label_agreement":null},{"id":"W3197134393","doi":"10.21853/jhd.2021.135","title":"Opioid overdose response and health information complexities: A pilot study on Naloxone kit design","year":2021,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Opioid overdose; (+)-Naloxone; Opioid; Medicine; Medical emergency; Psychology; Internal medicine","score_opus":0.1692799467633549,"score_gpt":0.3777565551751467,"score_spread":0.20847660841179183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197134393","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":[0.69462323,0.016890824,0.18115015,0.101064034,0.00052350515,0.0055457684,0.000022932834,0.000070562004,0.0001089758],"genre_scores_gemma":[0.97619957,0.0018016627,0.009704419,0.012089598,0.00007293039,0.000015015342,0.0000055645405,0.00002483276,0.000086403146],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9945569,0.0032205114,0.0010926379,0.00011119246,0.0006627169,0.00035601176],"domain_scores_gemma":[0.9972475,0.0010083553,0.0008191466,0.0003515589,0.00027748194,0.00029596378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008343662,0.00020116946,0.00063914474,0.00023354728,0.0003541022,0.00004368652,0.00010946726,0.000025252739,0.00003510938],"category_scores_gemma":[0.00031786165,0.00013161307,0.000045791676,0.00027011218,0.000050604554,0.00020729053,0.000032014592,0.0003806174,0.00002161901],"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":[0.31039813,0.03502468,0.010521919,0.0033417956,0.0030348569,0.00100206,0.42654985,0.004281524,0.0021237761,0.0013471259,0.121813186,0.08056111],"study_design_scores_gemma":[0.024131836,0.22243983,0.6929623,0.001924232,0.0002926162,0.0025379248,0.04999697,0.00057671644,0.0006852015,0.0014410152,0.0026764846,0.0003349045],"about_ca_topic_score_codex":0.00017561443,"about_ca_topic_score_gemma":0.000005566016,"teacher_disagreement_score":0.68244034,"about_ca_system_score_codex":0.00057452,"about_ca_system_score_gemma":0.003493438,"threshold_uncertainty_score":0.6197209},"labels":[],"label_agreement":null},{"id":"W4224276803","doi":"10.21853/jhd.2022.165","title":"‘My Wellbeing Journal’: Using experience-based co-design to improve caring for older adults with multimorbidity","year":2022,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"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 Manitoba","funders":"Australian Association of Gerontology","keywords":"Stakeholder; Process (computing); Multimorbidity; Co-design; Stakeholder engagement; Psychology; Process management; Computer science; Knowledge management; Engineering; Public relations; Comorbidity","score_opus":0.3131853591676061,"score_gpt":0.4515460591387165,"score_spread":0.1383606999711104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224276803","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40484953,0.0007395944,0.5856612,0.0014391318,0.0019230075,0.005326245,0.000029562583,0.00001755063,0.000014235304],"genre_scores_gemma":[0.9275475,0.000080558115,0.058329783,0.013005515,0.0005654664,0.00032495623,0.000007857061,0.000070979346,0.00006736741],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9905992,0.0051027117,0.001901063,0.00022476226,0.0010065142,0.0011657204],"domain_scores_gemma":[0.9938568,0.0021365955,0.0025404065,0.00032630595,0.00043147086,0.0007084272],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015791263,0.00026398822,0.0005897083,0.0002934079,0.006354982,0.000021006012,0.000563757,0.00006408303,0.00016297892],"category_scores_gemma":[0.000106638065,0.00017250248,0.00010740382,0.0003236234,0.000044640812,0.00018149776,0.00007805962,0.0014135105,0.0000050277763],"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":[0.07495127,0.002293641,0.025165096,0.007942268,0.00031835615,0.00012711562,0.41738257,0.36749336,0.0037796767,0.000062641884,0.04227741,0.058206607],"study_design_scores_gemma":[0.08301008,0.08906668,0.011589256,0.031036863,0.00065095176,0.00095600367,0.49222904,0.22929086,0.01755181,0.0008271522,0.04064762,0.0031436794],"about_ca_topic_score_codex":0.0005559622,"about_ca_topic_score_gemma":0.000011227478,"teacher_disagreement_score":0.52733135,"about_ca_system_score_codex":0.0019616499,"about_ca_system_score_gemma":0.003978673,"threshold_uncertainty_score":0.9949386},"labels":[],"label_agreement":null},{"id":"W4405993157","doi":"10.21853/jhd.2024.233","title":"Design thinking in North American undergraduate medical education","year":2024,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Empathy and Medical Education","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":"Medical education; Engineering ethics; Mathematics education; Psychology; Medicine; Engineering","score_opus":0.054956415550978015,"score_gpt":0.3853445046287567,"score_spread":0.33038808907777867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405993157","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23157611,0.02307801,0.3356574,0.40663227,0.002075391,0.0008016176,2.8496257e-7,0.000047786198,0.00013115763],"genre_scores_gemma":[0.97271353,0.006528375,0.008488951,0.011628997,0.0005108779,0.0000060811126,0.0000018581433,0.000018186545,0.00010313509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972605,0.0010201542,0.0006639824,0.0000888512,0.0007247557,0.00024173716],"domain_scores_gemma":[0.9983413,0.0008194784,0.00027084423,0.00013321947,0.000096083786,0.00033905823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076834527,0.00009384942,0.00029787203,0.00023576168,0.00009365188,0.000016853359,0.00016229399,0.000037465834,0.000035392164],"category_scores_gemma":[0.0010168768,0.00005435241,0.000047822265,0.00067572674,0.00010260457,0.000094824514,0.000009980633,0.00078714907,0.000016433196],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049411366,0.0005803221,0.0010317973,0.00037438917,0.000068974194,0.00006906056,0.05097744,0.00025014018,0.00002607765,0.0003470765,0.04218065,0.9036],"study_design_scores_gemma":[0.009716338,0.03604465,0.47370142,0.043414474,0.0019602685,0.035083443,0.15812345,0.06447551,0.0016317159,0.096377514,0.07748657,0.001984676],"about_ca_topic_score_codex":0.00017288342,"about_ca_topic_score_gemma":0.00005192425,"teacher_disagreement_score":0.90161526,"about_ca_system_score_codex":0.00031698545,"about_ca_system_score_gemma":0.011499355,"threshold_uncertainty_score":0.9941045},"labels":[],"label_agreement":null},{"id":"W4413232109","doi":"10.21853/jhd.2025.267","title":"Designing healthcare interventions: Insights from a participatory co-design approach","year":2025,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Food Security and Health in Diverse Populations","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 Toronto; University of Guelph","funders":"","keywords":"Psychological intervention; Accreditation; Health care; Participatory design; Participatory action research; Intervention (counseling); Medical education; Citizen journalism; Medicine; Knowledge management; Nursing; Process management; Psychology; Business; Computer science; Engineering; Sociology; Political science; Operations management","score_opus":0.5874367977199315,"score_gpt":0.5404511576082319,"score_spread":0.04698564011169959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413232109","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045167324,0.03226888,0.9393239,0.01895312,0.0016112718,0.0026423784,0.000022016517,0.00008372472,0.0005779939],"genre_scores_gemma":[0.93305784,0.0020661966,0.05042427,0.0134699885,0.0004431891,0.00015336313,0.000016660173,0.000042197782,0.00032627245],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9779828,0.017421473,0.0030008445,0.00023787985,0.00053936953,0.0008176024],"domain_scores_gemma":[0.9916184,0.0046925554,0.0022318955,0.00053247384,0.0005587623,0.00036592895],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0119965235,0.00026470324,0.0008643172,0.0004948182,0.0034873774,0.000023738341,0.0006845639,0.0002792524,0.00013299736],"category_scores_gemma":[0.0007658474,0.00018900893,0.00022671021,0.00063372654,0.00012638576,0.00029818603,0.00009303027,0.002048643,0.00009905688],"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":[0.006171594,0.0022712336,0.010873113,0.01048584,0.0013295598,0.000039365495,0.23645934,0.014147886,0.00040971703,0.06824058,0.6355103,0.014061461],"study_design_scores_gemma":[0.024815926,0.010735135,0.1027189,0.054461088,0.002162628,0.00008943019,0.30092224,0.029983884,0.00093715085,0.388706,0.08197064,0.002496958],"about_ca_topic_score_codex":0.0010464013,"about_ca_topic_score_gemma":0.00008859326,"teacher_disagreement_score":0.9285411,"about_ca_system_score_codex":0.00075395254,"about_ca_system_score_gemma":0.0041754423,"threshold_uncertainty_score":0.99780995},"labels":[],"label_agreement":null}]}