{"id":"W2606175600","doi":"10.23889/ijpds.v1i1.240","title":"Neonatal and infant readmissions for late preterm and early term babies in Ontario and England: a cohort study using linked population-level healthcare data","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Pediatrics; New england; Population; Cohort; Gestation; Hospital discharge; Emergency medicine; Obstetrics; Pregnancy; Environmental health; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001413502,0.0004835858,0.00058188,0.001162013,0.001533574,0.001509161,0.001464657,0.0005016106,0.002383227],"category_scores_gemma":[0.00418578,0.0007090529,0.001429556,0.003901509,0.0006092698,0.0008438468,0.001936468,0.0007253765,0.0002702727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01611045,"about_ca_system_score_gemma":0.01070561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9642795,"about_ca_topic_score_gemma":0.9774622,"domain_scores_codex":[0.9983975,0.0002264533,0.0001839166,0.0003444774,0.0003558521,0.0004917237],"domain_scores_gemma":[0.9961261,0.0003294571,0.001569416,0.0003420431,0.0009399314,0.0006931971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007249597,0.00002182186,0.9971365,0.00005412002,0.000135728,0.00009554458,0.0009561345,0.0000527436,0.00006199573,0.00004885183,0.0005243081,0.000839769],"study_design_scores_gemma":[0.00001269423,0.00001632108,0.9980519,0.0000564596,0.0000530349,0.00004338592,0.00101408,0.0001620098,0.00001626702,0.00001485231,0.0005505826,0.000008419307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914363,0.0005504998,0.0001499038,0.0002199584,0.000009809341,0.00007505717,0.00674009,0.000007427167,0.0008109279],"genre_scores_gemma":[0.9948494,0.0004044943,0.0002003924,0.0000972472,0.000008615315,0.0001127289,0.003584203,0.00000637853,0.000736503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9642795,"threshold_uncertainty_score":0.1168901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595320252380431,"score_gpt":0.4183349942277167,"score_spread":0.2588029689896737,"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."}}