{"id":"W2624651974","doi":"10.1055/s-0037-1603687","title":"Association of Resident Duty Hour Reform and Neonatal Outcomes of Very Preterm Infants","year":2017,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Mount Sinai Hospital; Jewish General Hospital; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Confidence interval; Retrospective cohort study; Pediatrics; Odds; Observational study; Intensive care; Demography; Logistic regression; Internal medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721469,0.00008849479,0.0007344605,0.0001191979,0.00005490563,0.000006701983,0.0001431703,0.00005332131,0.00003971058],"category_scores_gemma":[0.0008688911,0.00006032331,0.0001298232,0.0000366115,0.0002769607,0.0001199624,0.00008263165,0.0001679306,4.954744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009143832,"about_ca_system_score_gemma":0.0001215212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003503183,"about_ca_topic_score_gemma":0.00002816551,"domain_scores_codex":[0.9990565,0.0000364955,0.000462502,0.00008048537,0.0002253225,0.000138665],"domain_scores_gemma":[0.9978057,0.00009327866,0.001541816,0.000220795,0.0002168822,0.0001215714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000251667,0.00003318218,0.9514262,0.00003378767,0.0002042975,0.00007877647,0.0005772149,1.250442e-7,0.0001798283,0.00008527328,0.00004194947,0.04708769],"study_design_scores_gemma":[0.001068559,0.001370367,0.9923405,0.00008062268,0.00009376369,0.0002698877,0.0009872273,0.000003960377,0.001756657,0.00008431952,0.001888765,0.00005538603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958302,0.0001557809,0.000006477161,0.003330272,0.0001690914,0.00005024453,0.00000582474,0.000002477354,0.0004495691],"genre_scores_gemma":[0.9987096,0.0002335356,0.0006075861,0.00007587288,0.00002598322,5.53558e-7,4.224403e-7,0.000007553976,0.0003389485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0470323,"threshold_uncertainty_score":0.2459913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008568515197214436,"score_gpt":0.3014798618651924,"score_spread":0.292911346667978,"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."}}