{"id":"W3093984331","doi":"10.1136/bmjopen-2020-041281","title":"Reproductive patterns, pregnancy outcomes and parental leave practices of women physicians in Ontario, Canada: the Dr Mom Cohort Study protocol","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; London Health Sciences Centre; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Ottawa Hospital Research Institute; American College of Surgeons","keywords":"Medicine; Family medicine; Observational study; Pregnancy; Reproductive medicine; Population; Medical record; Retrospective cohort study; Cohort study; Protocol (science); Health care; Cohort; Demography; Alternative medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00977694,0.00181857,0.001690416,0.003342356,0.005630748,0.002560169,0.004290098,0.001597569,0.0189566],"category_scores_gemma":[0.0118493,0.001865969,0.001789831,0.0052272,0.001409009,0.001111745,0.001998596,0.001549652,0.003832666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03936461,"about_ca_system_score_gemma":0.1086456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8795034,"about_ca_topic_score_gemma":0.9342717,"domain_scores_codex":[0.9952126,0.001120685,0.000897242,0.0008106671,0.0009860827,0.0009726622],"domain_scores_gemma":[0.9916939,0.0004674578,0.00100477,0.001013656,0.004749734,0.001070554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01246846,0.003087465,0.3780181,0.01342523,0.001004256,0.001879698,0.01576203,0.003176321,0.002710551,0.01015578,0.4730546,0.08525734],"study_design_scores_gemma":[0.005256376,0.001665959,0.7290623,0.006709003,0.0004781742,0.0003459321,0.006491172,0.002488863,0.0007212146,0.001566219,0.2449557,0.0002590665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04625439,0.001178124,0.004412876,0.001392148,0.0002382524,0.6852906,0.2465453,0.0001980083,0.01449038],"genre_scores_gemma":[0.07099483,0.001476379,0.01223847,0.001463062,0.0001311931,0.8371105,0.06823677,0.00004805516,0.008300721],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1204966,"threshold_uncertainty_score":0.2856116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068655929900141,"score_gpt":0.4071884698921567,"score_spread":0.3003228769021425,"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."}}