{"id":"W4302425143","doi":"10.1097/acm.0000000000004973","title":"Bearing Witness: Adopting a Relational Identity During Clinical Training","year":2022,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Witness; Anesthesiology; Identity (music); Pain medicine; Medical education; Medicine; Family medicine; Political science; Anesthesia; Law; Philosophy","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":[0.008534267,0.0002822969,0.0004013991,0.0004555336,0.01141666,0.004547111,0.001366543,0.0178013,0.006249006],"category_scores_gemma":[0.05371216,0.0003813632,0.0004253819,0.0004552113,0.008735093,0.008020389,0.005036522,0.02677334,0.002313397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005898286,"about_ca_system_score_gemma":0.007083542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009739,"about_ca_topic_score_gemma":0.02323181,"domain_scores_codex":[0.9895769,0.00615576,0.0004387986,0.000604099,0.001873099,0.001351304],"domain_scores_gemma":[0.9776691,0.01221285,0.002481004,0.001050956,0.002099268,0.004486858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001194075,0.00009837966,0.00742454,0.0001545176,0.00004146454,0.04797668,0.0675303,0.0001612031,0.001065149,0.06529256,0.7605703,0.04956558],"study_design_scores_gemma":[0.00008037705,0.0001793607,0.00441993,0.002342233,0.0000401006,0.06228355,0.1455749,0.0007533157,0.000547574,0.05956123,0.7241021,0.0001154424],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01173084,0.001867313,0.0007512369,0.9563969,0.005527335,0.00001949674,0.00001456414,0.00002363702,0.02366873],"genre_scores_gemma":[0.29125,0.004441041,0.001038722,0.6769717,0.007496845,0.00006482703,0.00002695291,0.00007290283,0.01863698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0178013,"threshold_uncertainty_score":0.04513407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544517178301246,"score_gpt":0.4331196042441113,"score_spread":0.2786678864139867,"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."}}