{"id":"W4210931030","doi":"10.2147/ijwh.s341044","title":"July Effect in Obstetric Outcomes","year":2022,"lang":"en","type":"article","venue":"International Journal of Women s Health","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Primary care; Pregnancy; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.001220442,0.00008216382,0.000391679,0.0006478141,0.00005054106,0.00001192463,0.0002170895,0.00001557599,0.0005187899],"category_scores_gemma":[0.0004378144,0.00005939211,0.0001271938,0.0002512985,0.00001117115,0.00007241563,0.0000799382,0.0004159614,0.00001264914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002451824,"about_ca_system_score_gemma":0.0005728182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003701116,"about_ca_topic_score_gemma":0.000001402585,"domain_scores_codex":[0.9982102,0.000114072,0.0005609104,0.00008416268,0.0007920018,0.0002386376],"domain_scores_gemma":[0.999003,0.0002205994,0.0003087791,0.00008038348,0.0001007941,0.000286471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000578568,0.0005322342,0.9480364,0.00003838676,0.00017528,0.001012059,0.002621256,0.000088903,0.00004147521,0.0002213811,0.002871085,0.04378298],"study_design_scores_gemma":[0.005697009,0.004079653,0.8869885,0.00009263709,0.000008271191,0.0007307458,0.001169726,0.00003476204,0.0000345374,0.0004230186,0.1006419,0.00009922114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811653,0.0004733002,0.0000118125,0.01604619,0.001541928,0.0001245022,0.000007142682,0.000007181375,0.0006226331],"genre_scores_gemma":[0.9938639,0.00007238898,0.0001976261,0.004724332,0.0001159617,0.000009080406,0.000002900413,0.0000101565,0.001003676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09777085,"threshold_uncertainty_score":0.6411434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120242533849748,"score_gpt":0.3465004899541101,"score_spread":0.3344762365691353,"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."}}