{"id":"W2006404634","doi":"10.1016/j.jpeds.2003.09.048","title":"Outcomes from an interprovincial program of newborn open heart surgery","year":2004,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; Glenrose Rehabilitation Hospital; Alberta Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cohort; Multivariate analysis; Pediatrics; Mechanical ventilation; Bayley Scales of Infant Development; Internal medicine; Psychomotor learning; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067976,0.0001190183,0.000543965,0.0001340024,0.00006142329,0.00002318075,0.0002555788,0.00004321901,0.00003970159],"category_scores_gemma":[0.0005497065,0.00007086234,0.0002116771,0.0002312423,0.00008753852,0.0002095591,0.0001755124,0.0002359741,0.000009198004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007017876,"about_ca_system_score_gemma":0.000738146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005472919,"about_ca_topic_score_gemma":0.0001650627,"domain_scores_codex":[0.9986808,0.00007879668,0.00056656,0.00007886378,0.0004250094,0.000169991],"domain_scores_gemma":[0.9985808,0.0004010608,0.0002627981,0.000242134,0.0003307608,0.0001824045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002114122,0.001693028,0.9010587,0.0001284872,0.0001310535,0.0001189388,0.001808986,0.000009562787,0.0002319137,0.000009693969,0.004541588,0.08815395],"study_design_scores_gemma":[0.002010889,0.001402538,0.9916147,0.00006760695,0.001209142,0.0001043538,0.0009881587,0.00000527081,0.0002440157,0.0008903161,0.001332744,0.00013028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954072,0.001092665,0.00005256315,0.002482087,0.0003812339,0.0003508411,0.00002646761,0.00001363917,0.0001932602],"genre_scores_gemma":[0.9956778,0.0001887924,0.002789919,0.0003725984,0.0009123536,0.000002343221,0.000002734944,0.00001727414,0.00003622097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09055601,"threshold_uncertainty_score":0.2889682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777621474045485,"score_gpt":0.3521603622008049,"score_spread":0.31438414746035,"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."}}