{"id":"W4306403519","doi":"10.1097/sla.0000000000005730","title":"The Experiences of Motherhood in Female Surgeons","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Thematic analysis; Gender equity; Breastfeeding; Pregnancy; Career path; Nursing; Maternity leave; Family medicine; Qualitative research; Sick leave; Pediatrics; Physical therapy","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":[0.006783561,0.0003389955,0.0007021517,0.001134793,0.003497122,0.003323478,0.0007594527,0.001120342,0.003862208],"category_scores_gemma":[0.01928588,0.0003388211,0.0004608975,0.001132351,0.004869979,0.003514812,0.004661674,0.001513815,0.000341768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750565,"about_ca_system_score_gemma":0.004022564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199944,"about_ca_topic_score_gemma":0.005094576,"domain_scores_codex":[0.9926958,0.005489472,0.0003319925,0.0002145773,0.0007232142,0.0005450857],"domain_scores_gemma":[0.9854304,0.01015217,0.002190022,0.0002552234,0.000825429,0.001146706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001216707,0.00003077548,0.01923408,0.00220083,0.00006174907,0.003115282,0.9133811,0.00006260201,0.0005867803,0.004373534,0.00553858,0.05129302],"study_design_scores_gemma":[0.000007116154,0.0001106372,0.00666775,0.002616262,0.00002851948,0.002803855,0.928331,0.00002717385,0.0001913531,0.0006949771,0.05849365,0.00002768957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8988668,0.0503355,0.001967778,0.01988097,0.0009152741,0.00006063214,0.0003270289,0.00002807402,0.02761791],"genre_scores_gemma":[0.9753371,0.01944994,0.0005328092,0.002427262,0.0001460865,0.00005179432,0.00007396783,0.00001575467,0.00196535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006783561,"threshold_uncertainty_score":0.03587532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2421269983043131,"score_gpt":0.3597647756923357,"score_spread":0.1176377773880225,"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."}}