{"id":"W2800867286","doi":"10.1097/ogx.0000000000000553","title":"Survival in Very Preterm Infants: An International Comparison of 10 National Neonatal Networks","year":2018,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; General partnership; Pediatrics; Family medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002132705,0.0002207042,0.0006756278,0.0003910502,0.00008246882,0.00003215319,0.0005205026,0.0004234123,0.003367749],"category_scores_gemma":[0.03503019,0.000181183,0.000100742,0.001296242,0.0004869299,0.0002417742,0.0002963966,0.0007800707,0.0001375111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300184,"about_ca_system_score_gemma":0.0003927747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002222455,"about_ca_topic_score_gemma":0.0006508682,"domain_scores_codex":[0.995382,0.0009116586,0.0009390732,0.0005861201,0.001558216,0.0006230089],"domain_scores_gemma":[0.9903159,0.007492271,0.0001890256,0.0003190575,0.001176974,0.000506843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002462427,0.001013542,0.9099987,0.0000314153,0.00003421327,0.00006115652,0.00004302892,0.0000591732,0.00008543339,0.0002366641,0.0002584611,0.08571574],"study_design_scores_gemma":[0.001966608,0.002409219,0.9704409,0.0000264058,0.000004728857,0.000004754754,0.00002521559,0.0132659,0.0001094642,0.0000535441,0.01152819,0.0001650262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918712,0.0006449969,0.0002438185,0.0001192255,0.0009842737,0.0005302546,0.00009575169,0.00005273621,0.005457703],"genre_scores_gemma":[0.9984015,0.00005126057,0.0004216984,0.0003432083,0.0002994384,0.00002920098,0.0002333367,0.00002058453,0.0001997283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08555071,"threshold_uncertainty_score":0.9975433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371060437030529,"score_gpt":0.4371949931879984,"score_spread":0.3000889494849456,"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."}}