{"id":"W4415439338","doi":"10.1302/1358-992x.2025.10.062","title":"THE DOUBLE-EDGED SCALPEL: EXPERIENCES AND PERCEPTIONS OF PREGNANCY AND PARENTHOOD DURING CANADIAN SURGICAL RESIDENCY TRAINING","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"","keywords":"Pregnancy; Population; Residency training; Infertility; Perception; MEDLINE; Fertility","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00186407,0.0002311101,0.0002584614,0.0005321329,0.006929168,0.001353637,0.0007286053,0.0005005405,0.001913291],"category_scores_gemma":[0.00532876,0.0003046348,0.0002593555,0.000724341,0.002843737,0.0005724663,0.001795313,0.001136498,0.0001063829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009891766,"about_ca_system_score_gemma":0.01595399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8284742,"about_ca_topic_score_gemma":0.8950267,"domain_scores_codex":[0.9982207,0.0004482037,0.00005501862,0.00009904901,0.0005568817,0.0006201069],"domain_scores_gemma":[0.9959967,0.0008263856,0.0006554316,0.00006918384,0.0006607813,0.001791627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002727719,0.0001556554,0.2830252,0.0002116062,0.00002881511,0.002243646,0.671945,0.0001322404,0.002397011,0.0004759929,0.003860548,0.03525169],"study_design_scores_gemma":[0.000008941463,0.0003071475,0.3006478,0.0002183307,0.00001632863,0.001356597,0.6851924,0.0002288084,0.0003282127,0.00006224745,0.01157602,0.00005707975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968786,0.0004311105,0.00006963701,0.0007583121,0.00002650332,0.00001361913,0.00003935861,0.000003058452,0.001779854],"genre_scores_gemma":[0.9984272,0.0005093718,0.00009514055,0.0002194162,0.000008494977,0.000005861872,0.0000208416,0.000002649581,0.0007111343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715258,"threshold_uncertainty_score":0.3450718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779847646699318,"score_gpt":0.2782077876372647,"score_spread":0.2604093111702715,"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."}}