{"id":"W4415975481","doi":"10.37964/cr24800","title":"Looking back on a clinical academic career: a woman physician’s leadership journey","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Government (linguistics); Qualitative research; Work (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007243132,0.0006331652,0.0008519442,0.001273526,0.04286548,0.01592858,0.002521932,0.008616896,0.01710787],"category_scores_gemma":[0.01980737,0.0008143752,0.001006997,0.001064774,0.01133705,0.008959213,0.0134415,0.03129695,0.003901438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01174287,"about_ca_system_score_gemma":0.05157909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232378,"about_ca_topic_score_gemma":0.09200579,"domain_scores_codex":[0.9912167,0.003054884,0.000187658,0.0004321939,0.001634106,0.003474548],"domain_scores_gemma":[0.9611335,0.001424821,0.0007004217,0.0002499108,0.003045082,0.03344631],"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":[0.000139001,0.0007629592,0.00995862,0.000195422,0.00004858879,0.02294313,0.3391154,0.0001008972,0.001698574,0.04140998,0.526567,0.05706054],"study_design_scores_gemma":[0.00003011973,0.0002335932,0.00335652,0.0005660374,0.00001773707,0.008553915,0.4135595,0.0001510935,0.0001991418,0.008353338,0.5648926,0.00008640131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09407583,0.004701957,0.001613086,0.8199719,0.016334,0.0001076251,0.00009736513,0.0001362214,0.06296205],"genre_scores_gemma":[0.6407176,0.007361754,0.004886297,0.2297799,0.004716625,0.0001546259,0.0001501583,0.0004206296,0.1118123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04286548,"threshold_uncertainty_score":0.08520091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2737260735697077,"score_gpt":0.3626238799312358,"score_spread":0.08889780636152811,"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."}}