{"id":"W4386547553","doi":"10.1080/09540261.2023.2254384","title":"Applying the Prism Model to design arts and humanities medical curricula","year":2023,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Curriculum; Rigour; Prism; Medical education; The arts; Perspective (graphical); Psychology; Medical humanities; Engineering ethics; Pedagogy; Computer science; Medicine; Engineering; Political science; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007914376,0.00006924799,0.0001544739,0.00006932452,0.00003946652,0.000005878168,0.0001373112,0.00003817131,0.0001621113],"category_scores_gemma":[0.0009293802,0.00004339381,0.00005910588,0.0001368599,0.00005765299,0.00003309462,0.0000441941,0.0001398488,0.00004662567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001536185,"about_ca_system_score_gemma":0.0002398532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005589739,"about_ca_topic_score_gemma":0.000001929796,"domain_scores_codex":[0.9988551,0.00002711464,0.000285988,0.0001243314,0.0006167378,0.00009076371],"domain_scores_gemma":[0.999514,0.0001002794,0.00006983802,0.0001288115,0.00008258781,0.0001044432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005994662,0.0003591351,0.001848326,0.006067354,0.0001805505,0.00001194961,0.003732744,0.00003340456,0.00005477476,0.08987255,0.6049303,0.2928489],"study_design_scores_gemma":[0.00275834,0.0006144909,0.02541276,0.1498926,0.0006689224,0.000597562,0.008982614,0.05430212,0.0001907032,0.06947633,0.6863559,0.0007476103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0990799,0.131321,0.04640926,0.6756573,0.008846538,0.007006612,0.00002072287,0.0002718123,0.03138686],"genre_scores_gemma":[0.3565992,0.2710506,0.05451142,0.2971872,0.005387481,0.005635401,0.0002981998,0.0001169087,0.009213553],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3784702,"threshold_uncertainty_score":0.1775005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06748801101516395,"score_gpt":0.3904447426008193,"score_spread":0.3229567315856554,"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."}}