{"id":"W3196478860","doi":"10.53379/cjcd.2021.119","title":"What women want: a qualitative analysis of women’s motivation to pursue surgical careers","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mentorship; Qualitative research; Theme (computing); Lived experience; Career development; Medical education; Psychology; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01523738,0.0006279875,0.000682366,0.002592847,0.009097285,0.005251082,0.001291423,0.001227741,0.003352915],"category_scores_gemma":[0.01871675,0.0005081206,0.0005066309,0.002977952,0.006939312,0.004092265,0.004235684,0.002085909,0.0003389014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007635822,"about_ca_system_score_gemma":0.009016904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105661,"about_ca_topic_score_gemma":0.01955942,"domain_scores_codex":[0.9906982,0.006790797,0.0002435101,0.0003815391,0.0008319857,0.001053939],"domain_scores_gemma":[0.9816481,0.01448062,0.0009458822,0.0002959769,0.001443954,0.001185475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003327496,0.00001829672,0.002067392,0.0001424156,0.000003382539,0.000275284,0.9895567,0.00002479085,0.0005268881,0.001478833,0.0007134625,0.005159279],"study_design_scores_gemma":[0.000002819691,0.00001976318,0.001104236,0.0001661737,0.00000274881,0.0000794045,0.9882721,0.00004143367,0.0001974552,0.000403149,0.009702872,0.000007907468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966607,0.001364843,0.006572168,0.008534332,0.0002307789,0.0006024297,0.0008126239,0.00004407682,0.01523166],"genre_scores_gemma":[0.9855772,0.001388099,0.003506266,0.001683523,0.00004843892,0.0008493795,0.0002483347,0.00006160088,0.006637262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523738,"threshold_uncertainty_score":0.08058393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638653495319819,"score_gpt":0.3113647184135775,"score_spread":0.2649781834603794,"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."}}