{"id":"W3032971921","doi":"10.1007/s12630-020-01735-z","title":"Women anesthesiologists’ journeys to academic leadership: a constructivist grounded theory-inspired study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Toronto Western Hospital; Princess Margaret Cancer Centre; The Wilson Centre; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Mentorship; Grounded theory; Theoretical sampling; Psychology; Medical education; Educational leadership; Social psychology; Qualitative research; Pedagogy; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01341734,0.0004796592,0.0008331854,0.002374495,0.01338792,0.00962369,0.002121805,0.001716208,0.003405903],"category_scores_gemma":[0.02864761,0.0007902551,0.0006039488,0.00313443,0.005637165,0.004369927,0.006020542,0.006493934,0.0004508854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008798067,"about_ca_system_score_gemma":0.02116728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730391,"about_ca_topic_score_gemma":0.04725046,"domain_scores_codex":[0.993053,0.004116519,0.0002329562,0.0004361279,0.0008088579,0.001352429],"domain_scores_gemma":[0.9781989,0.01362633,0.001968761,0.0005230902,0.002226036,0.003456866],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007779874,0.000532995,0.02754116,0.0001140404,0.00001455336,0.0002195079,0.9605599,0.00004549916,0.0001673044,0.001666099,0.0007174445,0.008343618],"study_design_scores_gemma":[0.00001457753,0.0001337467,0.008315584,0.0001068645,0.000009875974,0.00004989166,0.9880615,0.00006019926,0.00006529984,0.0003801225,0.002793062,0.000009220927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948608,0.0002245794,0.0004440617,0.001659642,0.00004577526,0.0001411666,0.00006604959,0.000003758867,0.002554118],"genre_scores_gemma":[0.9960821,0.000423848,0.0007939659,0.0007020195,0.00001713093,0.0002222153,0.00006503151,0.00001230373,0.001681425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9865826,"threshold_uncertainty_score":0.07095855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635812138961435,"score_gpt":0.2676649797009149,"score_spread":0.2013068583113006,"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."}}