{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001768586,0.0002545199,0.0003851826,0.0006426665,0.0004790412,0.0007783303,0.0004256721,0.0003665358,0.006691013],"category_scores_gemma":[0.01008951,0.0001696841,0.001093785,0.0007892509,0.0004991711,0.0004637787,0.001452829,0.0007758582,0.0004811993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008540018,"about_ca_system_score_gemma":0.001435525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005777121,"about_ca_topic_score_gemma":0.006829409,"domain_scores_codex":[0.9982071,0.000752611,0.0001414062,0.0002062992,0.0003571675,0.000335359],"domain_scores_gemma":[0.9900833,0.002250356,0.005082039,0.00042983,0.0007942347,0.001360249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007319977,0.00006805594,0.9820425,0.0001217178,0.0002072686,0.0001434814,0.0001362773,0.0003707614,0.0002257809,0.0003312959,0.002652843,0.012968],"study_design_scores_gemma":[0.00001398965,0.0002121044,0.9973972,0.00006803252,0.00005858481,0.0001687332,0.0002311755,0.0001323078,0.00007222168,0.0001338336,0.001506736,0.000005208259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770806,0.004528475,0.0006883788,0.003646449,0.000409368,0.0000615397,0.002190687,0.00005403386,0.01134042],"genre_scores_gemma":[0.9960454,0.0009942102,0.00032196,0.0003980315,0.0004485789,0.00003249439,0.0007437349,0.0000299438,0.0009856758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006691013,"threshold_uncertainty_score":0.02238363,"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."}}