{"id":"W2985439660","doi":"10.1111/tct.13110","title":"Patients and students co‐develop a resource database","year":2019,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Resource (disambiguation); Session (web analytics); Medical education; Perspective (graphical); Educational resources; Medicine; Knowledge management; Psychology; Computer science; World Wide Web; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01372289,0.0006841622,0.0006443101,0.003485941,0.001467369,0.00455144,0.00238631,0.001557414,0.05726802],"category_scores_gemma":[0.03974176,0.0008460855,0.0009356047,0.002123933,0.0004075113,0.005607606,0.006292239,0.002263329,0.02857755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005728,"about_ca_system_score_gemma":0.005414383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377936,"about_ca_topic_score_gemma":0.003185745,"domain_scores_codex":[0.9905595,0.003562017,0.002053304,0.001005674,0.002340521,0.0004788949],"domain_scores_gemma":[0.9655008,0.009485027,0.002321041,0.006444825,0.009549455,0.006698794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006993032,0.002188139,0.03370307,0.0004421419,0.0000521091,0.0004942609,0.00671495,0.001032232,0.002003657,0.004120255,0.2957029,0.6528471],"study_design_scores_gemma":[0.000335165,0.0004296463,0.009428172,0.0003092067,0.00005571273,0.0007634541,0.004965037,0.004419182,0.004028778,0.003176693,0.9719653,0.0001236753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1621772,0.001115806,0.2377695,0.03880113,0.002030692,0.027976,0.04907112,0.03976183,0.4412968],"genre_scores_gemma":[0.2938478,0.001620683,0.4883255,0.006676476,0.0007108285,0.01651454,0.05776238,0.004862542,0.1296793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05726802,"threshold_uncertainty_score":0.1915807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06829365765428551,"score_gpt":0.3754217909483686,"score_spread":0.3071281332940831,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}