{"id":"W2066477167","doi":"10.1016/jpsu.2003.50180","title":"Toward evidence-based best practices in neonatal surgical care-I: The Canadian NICU Network","year":2003,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Imperforate anus; Spina bifida; Tracheoesophageal fistula; Extracorporeal membrane oxygenation; Population; Pediatrics; Incidence (geometry); Atresia; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003078682,0.0001888152,0.0006055198,0.0004733572,0.0001385666,0.0000604952,0.0001457567,0.0001246183,0.0002144453],"category_scores_gemma":[0.01112336,0.000123636,0.000346921,0.0009655328,0.00007082406,0.0002552658,0.00001950316,0.0006596223,0.00003905736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466711,"about_ca_system_score_gemma":0.005095357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00961152,"about_ca_topic_score_gemma":0.04808227,"domain_scores_codex":[0.9972657,0.0004435145,0.0008816818,0.0001616674,0.0007409443,0.0005064832],"domain_scores_gemma":[0.9907503,0.007317924,0.0008502562,0.0002195547,0.00046699,0.0003949576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873171,0.00005410787,0.9667009,0.0001317257,0.00008962374,0.005485171,0.0006999187,0.0001001322,5.467894e-7,0.00003856432,0.01867283,0.007839165],"study_design_scores_gemma":[0.005030175,0.0008973699,0.427284,0.00159963,0.003316116,0.004972197,0.01392595,0.0001088466,0.00004825124,0.0002574061,0.5413724,0.001187584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857325,0.1024519,0.000005940664,0.006654863,0.001601582,0.0002682352,0.000003949117,0.00000867287,0.003272369],"genre_scores_gemma":[0.9920191,0.003743068,0.0001848586,0.0004042802,0.003531909,0.000008368682,0.000001307266,0.00001989288,0.00008724818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394168,"threshold_uncertainty_score":0.9972064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193628796909495,"score_gpt":0.3270639293009674,"score_spread":0.207701049610018,"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."}}