{"id":"W3165810391","doi":"10.1503/cmaj.1095942","title":"Medical training remains a barrier to starting a family","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medicine; Family medicine; Cohort; Population; Medical education; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605152,0.0001298223,0.0002842563,0.0003309835,0.007752063,0.002076439,0.0008275932,0.0009180777,0.01147048],"category_scores_gemma":[0.0112597,0.0002517046,0.0003259351,0.0004817163,0.001309346,0.001117512,0.001707903,0.002478584,0.0009243463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006997236,"about_ca_system_score_gemma":0.0219914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4661872,"about_ca_topic_score_gemma":0.6987073,"domain_scores_codex":[0.9977881,0.0003956547,0.00007018293,0.0001385199,0.0003893238,0.001218279],"domain_scores_gemma":[0.9870722,0.001790812,0.001233663,0.0003178562,0.00149861,0.008086869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000250358,0.0004143102,0.6672233,0.0002966426,0.00009726257,0.001886696,0.04615105,0.0001496439,0.00132053,0.005894843,0.1046785,0.1716369],"study_design_scores_gemma":[0.00004630173,0.0002642752,0.7639635,0.0016024,0.00005877139,0.001183805,0.08435938,0.0001838615,0.000277839,0.002129946,0.1458765,0.00005338209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230948,0.004513511,0.0007876162,0.1078468,0.0008900824,0.00008795427,0.001148237,0.00007393486,0.06155702],"genre_scores_gemma":[0.9846144,0.001399152,0.0005432423,0.006837729,0.00009309924,0.00002337513,0.0001786235,0.00003213109,0.006278209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661872,"threshold_uncertainty_score":0.9269474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510625351125138,"score_gpt":0.2805652325078617,"score_spread":0.2554589789966103,"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."}}