{"id":"W4220956509","doi":"10.1097/01.acm.0000816324.73926.fe","title":"Commentary on “Apologia pro Vita Sua”","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Formative assessment; Witness; Theme (computing); Nothing; Health care; Blueprint; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007192011,0.001417779,0.001543216,0.001348536,0.009230618,0.007901649,0.004734272,0.03159375,0.01385061],"category_scores_gemma":[0.07079587,0.0008830152,0.001686559,0.001308954,0.009376215,0.006615906,0.004361094,0.06021062,0.007225279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009276818,"about_ca_system_score_gemma":0.01145782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454573,"about_ca_topic_score_gemma":0.01560657,"domain_scores_codex":[0.9902611,0.003716061,0.0006191782,0.001476442,0.002792717,0.001134561],"domain_scores_gemma":[0.9740255,0.01537599,0.001286138,0.0007388095,0.006673267,0.001900208],"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":[0.000007177829,0.000002566187,0.00002113249,0.00003546686,0.000002095403,0.0001571852,0.0001959816,0.000007194009,0.00001271743,0.001078595,0.9977322,0.0007476656],"study_design_scores_gemma":[0.00001353023,0.00001006698,0.0001598908,0.0003674391,0.000007905214,0.0003835564,0.0009868442,0.00005990059,0.00009264057,0.001970373,0.9959227,0.00002517644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001704198,0.002090272,0.0001020365,0.8015109,0.1919343,0.00001733643,0.00004112648,0.00003088231,0.004102665],"genre_scores_gemma":[0.003468689,0.001134836,0.00009733427,0.9076664,0.07825887,0.00007391318,0.0000234335,0.00006109634,0.009215353],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03159375,"threshold_uncertainty_score":0.06730837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401302161745485,"score_gpt":0.3848276640705867,"score_spread":0.3308146424531319,"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."}}