{"id":"W2057221557","doi":"10.1067/mpd.2001.109608","title":"SNAP-II and SNAPPE-II: Simplified newborn illness severity and mortality risk scores","year":2001,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1167,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children’s Health Research Institute; BC Research (Canada); University of British Columbia","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Birth weight; Apgar score; Gestational age; Receiver operating characteristic; Illness severity; Logistic regression; Intensive care; Pediatrics; Severity of illness; Emergency medicine; Pregnancy; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001903557,0.001598781,0.001285919,0.002527428,0.0004258994,0.001023535,0.001014796,0.0007954373,0.001877822],"category_scores_gemma":[0.007383893,0.0002934797,0.001324104,0.001323682,0.0004867523,0.001088007,0.001963258,0.001391035,0.0007369104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398472,"about_ca_system_score_gemma":0.001261842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616635,"about_ca_topic_score_gemma":0.006298855,"domain_scores_codex":[0.9987619,0.0004159595,0.0002285863,0.0001382455,0.0003269312,0.0001283884],"domain_scores_gemma":[0.9974335,0.0004734687,0.001012811,0.00007676829,0.0005675385,0.0004359066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002317093,0.0002793607,0.9383034,0.0002961276,0.001091016,0.0005086263,0.0002686122,0.003231998,0.001367812,0.001219424,0.01053833,0.04057815],"study_design_scores_gemma":[0.0001572467,0.0005441843,0.9892101,0.00008506906,0.0001677819,0.0009595311,0.0002576073,0.003332187,0.0005895199,0.0009097038,0.003732329,0.00005471977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93285,0.003634865,0.0123731,0.0008408229,0.000367911,0.001487017,0.03639536,0.0002975393,0.01175347],"genre_scores_gemma":[0.9243297,0.001770037,0.02296457,0.0004862954,0.0002345897,0.005197344,0.03877547,0.00007117668,0.006170806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004616635,"threshold_uncertainty_score":0.01014668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130533314642713,"score_gpt":0.358596061393292,"score_spread":0.3172907282468649,"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."}}