{"id":"W2790261541","doi":"10.1080/14767058.2018.1446079","title":"SNAP-II for prediction of mortality and morbidity in extremely preterm infants","year":2018,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of Toronto; McGill University Health Centre; Mount Sinai Hospital","funders":"Health Canada","keywords":"Medicine; Bronchopulmonary dysplasia; Necrotizing enterocolitis; Retinopathy of prematurity; Gestational age; Birth weight; Pediatrics; Retrospective cohort study; Area under the curve; Snap; Low birth weight; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003867993,0.0002038486,0.0006786157,0.0003316352,0.0001104173,0.000005820318,0.0002965196,0.0001119035,0.0001370296],"category_scores_gemma":[0.001343767,0.0001199967,0.00008043658,0.0002530962,0.0008684245,0.000288665,0.0001491355,0.0004926456,0.000002315338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160685,"about_ca_system_score_gemma":0.0002362635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005619401,"about_ca_topic_score_gemma":0.0001480994,"domain_scores_codex":[0.9969375,0.000184268,0.00120278,0.0001868621,0.001112008,0.0003765629],"domain_scores_gemma":[0.9976277,0.0004316309,0.0006323761,0.0003523855,0.0006294284,0.0003264168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05942428,0.0005655571,0.4308008,0.006321588,0.0007524709,0.0005365952,0.006475484,0.00001160009,0.2311878,0.0002667523,0.001892085,0.261765],"study_design_scores_gemma":[0.008643127,0.008892213,0.948736,0.001947027,0.0002149979,0.001503872,0.0001703427,0.0008252143,0.0227667,0.0009700725,0.005229001,0.0001014163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922795,0.004214068,0.0003740317,0.001568796,0.0005379387,0.0007718114,0.00008793474,0.000009766799,0.0001561879],"genre_scores_gemma":[0.9971347,0.0011037,0.0002023997,0.0003112935,0.001055377,0.000008467811,0.000005849891,0.00002628738,0.0001518599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5179352,"threshold_uncertainty_score":0.4893324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041010771203653,"score_gpt":0.3999999910835095,"score_spread":0.2958989139631443,"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."}}