{"id":"W2966679264","doi":"10.1136/postgradmedj-2018-135952","title":"Surgical trainees’ experience of pregnancy, maternity and paternity leave: a cross-sectional study","year":2019,"lang":"en","type":"article","venue":"Postgraduate Medical Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Maternity leave; Pregnancy; Cross-sectional study; Family medicine; Quarter (Canadian coin); Obstetrics; Pediatrics; Physical therapy; Sick leave","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006597222,0.0001761123,0.0004607486,0.000102225,0.0001114572,0.00005284158,0.0001697961,0.0001251762,0.002348216],"category_scores_gemma":[0.0004085205,0.0001121906,0.0001414122,0.0001224179,0.0002273722,0.0001287597,0.00012266,0.0006654643,0.000031722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003796081,"about_ca_system_score_gemma":0.0001941131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007792177,"about_ca_topic_score_gemma":0.000003600249,"domain_scores_codex":[0.9974137,0.0001186471,0.0006645302,0.0002505889,0.001246298,0.0003062689],"domain_scores_gemma":[0.9985099,0.0001209733,0.000154274,0.0001883126,0.0001956448,0.0008309104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002540468,0.0006987581,0.9915279,0.00006730732,0.0000610542,0.001137351,0.001165795,3.079692e-7,0.0001550116,0.00001761938,0.00001376251,0.0049011],"study_design_scores_gemma":[0.004131519,0.001306684,0.98764,0.0003170295,0.00002477027,0.005277568,0.0005439892,0.0001065963,0.000273459,0.00007535205,0.0001820184,0.0001209636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979584,0.000217012,0.00001783549,0.000582059,0.0004166045,0.0003153835,0.000007669271,0.00002334198,0.0004617365],"genre_scores_gemma":[0.9984027,0.0001380873,0.00007482198,0.00008211643,0.0001475083,0.000005248949,0.000003234724,0.00001534046,0.001130989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004780137,"threshold_uncertainty_score":0.9985638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282210978225584,"score_gpt":0.3474165951775861,"score_spread":0.3191954973550277,"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."}}