{"id":"W4321598211","doi":"10.1111/medu.15065","title":"How medical learners and educators decide what counts as mistreatment: A qualitative study","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of California, San Francisco","keywords":"Grounded theory; Psychology; Variety (cybernetics); Consistency (knowledge bases); Interpersonal communication; Ambiguity; Intervention (counseling); Perception; Qualitative research; Medical education; Social psychology; Medicine","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":[0.03266106,0.0008404304,0.00144594,0.002944582,0.0169918,0.007612296,0.002742855,0.003324069,0.003653947],"category_scores_gemma":[0.03629975,0.00113106,0.0006495391,0.002486317,0.01576103,0.008104729,0.008620849,0.006156005,0.000536552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007572165,"about_ca_system_score_gemma":0.00755061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007600167,"about_ca_topic_score_gemma":0.01371345,"domain_scores_codex":[0.979736,0.01491319,0.0007309535,0.0009374346,0.001286807,0.002395537],"domain_scores_gemma":[0.9625617,0.028235,0.002232343,0.0007601411,0.002989921,0.003220815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001530715,0.00006036966,0.001700826,0.00007231114,0.000001979835,0.0002918383,0.9955004,0.00001259926,0.0001814957,0.0003674489,0.0001883971,0.00160698],"study_design_scores_gemma":[0.000002491439,0.00003619439,0.0005219844,0.0001201963,0.000001572156,0.0001109199,0.9961935,0.00002849238,0.0001039943,0.0001188774,0.00275612,0.00000560883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871815,0.00111548,0.00235888,0.004117422,0.0001016967,0.0005135586,0.0001488317,0.00002278132,0.004439978],"genre_scores_gemma":[0.9919212,0.001328945,0.001594829,0.001830047,0.00003517267,0.0005351594,0.00006533079,0.00002872057,0.002660607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03266106,"threshold_uncertainty_score":0.1727303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099959117141963,"score_gpt":0.432924718659675,"score_spread":0.4119251274882554,"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."}}