{"id":"W4390195090","doi":"10.1080/10401334.2023.2297066","title":"Patterns of Ostracism Experienced by Canadian Medical Trainees of Asian Sub-ethnicities","year":2023,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ostracism; Ethnic group; Covert; Psychology; Thematic analysis; Social psychology; Racism; Qualitative research; Humiliation; Clinical psychology; Gender studies; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270778,0.0001050006,0.0002973645,0.0002697184,0.0001103301,0.000001935048,0.0001109681,0.0001153111,0.0006476301],"category_scores_gemma":[0.000445307,0.0000880604,0.00001909911,0.000121263,0.0001529643,0.00002361717,0.00001541653,0.0008580282,0.000004359124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002744875,"about_ca_system_score_gemma":0.00007263273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2431065,"about_ca_topic_score_gemma":0.02534443,"domain_scores_codex":[0.998376,0.0004361548,0.0003697105,0.0001869948,0.0003015344,0.0003295997],"domain_scores_gemma":[0.9992523,0.0002502965,0.0000962878,0.0001086823,0.0000118308,0.0002806192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005461522,0.00009629442,0.1520662,0.000399639,0.00004062345,0.0001068086,0.6272932,0.000006292759,0.002402716,0.002057847,0.006658547,0.2088173],"study_design_scores_gemma":[0.002790394,0.001288883,0.4315806,0.001559723,0.00001821833,0.00003906139,0.5513892,0.0001586271,0.0001678989,0.00007476606,0.01072252,0.0002100708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988515,0.000281639,0.00003796007,0.002334125,0.0002504366,0.00009497426,0.00001026107,0.00003923578,0.008436324],"genre_scores_gemma":[0.99775,0.00009173853,0.00001294487,0.0003708171,0.00008046869,0.00001150452,0.00006170422,0.00001313773,0.001607625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2795145,"threshold_uncertainty_score":0.9924405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280271295239267,"score_gpt":0.360149468160257,"score_spread":0.3321223386363303,"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."}}