{"id":"W4410815010","doi":"10.36834/cmej.80415","title":"Gender disparity in delayed childbearing among medical trainees in Ontario","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; Ottawa Fertility Centre; Mount Sinai Hospital; University of Toronto; McMaster University","funders":"","keywords":"Demography; Psychology; Medicine; Sociology","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":[0.0006766607,0.00009286497,0.0001176872,0.0005415105,0.001303026,0.0004774427,0.0003999934,0.0001870262,0.003659478],"category_scores_gemma":[0.00307967,0.0001361151,0.0001516174,0.001041262,0.0006508404,0.0002812564,0.0007110673,0.0002408182,0.0001146514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006755073,"about_ca_system_score_gemma":0.01172953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8332395,"about_ca_topic_score_gemma":0.9256899,"domain_scores_codex":[0.9993051,0.00007006904,0.00003482218,0.0000546556,0.0002276809,0.0003076711],"domain_scores_gemma":[0.9978733,0.000300026,0.000877375,0.00003367399,0.0002432073,0.0006723636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000475495,0.00001736609,0.9793518,0.00006954265,0.000009752641,0.0002756597,0.01064649,0.00004048774,0.0003351794,0.000144074,0.001123797,0.007938295],"study_design_scores_gemma":[0.000002506179,0.00002252412,0.9909955,0.00005193362,0.000003331423,0.0001159556,0.007184485,0.00003998068,0.00002818807,0.00002006411,0.001531556,0.000004124814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948683,0.0005447509,0.00004677774,0.001061139,0.00001157243,0.00001352389,0.0004071244,0.000003739684,0.003043035],"genre_scores_gemma":[0.9990398,0.0003304661,0.00004229457,0.0001062491,0.000004362098,0.000006246142,0.00007760135,0.000001223811,0.0003916004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667605,"threshold_uncertainty_score":0.3354852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186739045062212,"score_gpt":0.3152201781503172,"score_spread":0.296546273644096,"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."}}