{"id":"W1964960930","doi":"10.1038/sj.jp.7211257","title":"SNAP-II Predicts Mortality among Infants with Congenital Diaphragmatic Hernia","year":2005,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; HIV Legal Network; University of British Columbia","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Gestational age; Receiver operating characteristic; Extracorporeal membrane oxygenation; Neonatal intensive care unit; Logistic regression; Pediatrics; Internal medicine; Pregnancy; Fetus","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":[0.0007154479,0.0004862918,0.0003867108,0.0005196542,0.0004019634,0.0007506426,0.000497938,0.0007010885,0.0009651685],"category_scores_gemma":[0.00451193,0.0003069174,0.0004847511,0.0004742183,0.0003402973,0.0005591444,0.0006395006,0.001317991,0.0001997504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002489086,"about_ca_system_score_gemma":0.0003986588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282683,"about_ca_topic_score_gemma":0.002815063,"domain_scores_codex":[0.999709,0.0001086385,0.00003114366,0.00003994065,0.0000397882,0.00007156905],"domain_scores_gemma":[0.9976271,0.0008904353,0.0005314097,0.0001160524,0.0001840783,0.0006509878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005277701,0.00001531177,0.9994851,0.000002255886,0.00001342808,0.00004531561,0.00002366263,0.00001077805,0.00006307101,0.000006456764,0.00002270991,0.0002589605],"study_design_scores_gemma":[0.000002979877,0.0001108766,0.9992226,0.000005309915,0.0000234,0.0002347932,0.0001715215,0.0001196184,0.000049944,0.00001402656,0.00004294415,0.000001884212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994453,0.0001285791,0.00002283806,0.000039517,0.000006724642,0.000002029078,0.00009576033,0.000001192038,0.0002581781],"genre_scores_gemma":[0.9993363,0.0001458821,0.00005339061,0.00002379406,0.00001517816,0.00000569728,0.0002635671,0.000001481973,0.0001546513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00282683,"threshold_uncertainty_score":0.005620718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386232222802406,"score_gpt":0.2773403277798125,"score_spread":0.2634780055517884,"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."}}