{"id":"W3029156891","doi":"10.1016/j.jpeds.2020.05.047","title":"Actuarial Survival Based on Gestational Age in Days at Birth for Infants Born at <26 Weeks of Gestation","year":2020,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; McGill University Health Centre; London Health Sciences Centre; University of Toronto; Western University; Montreal Children's Hospital; Dr. Everett Chalmers Regional Hospital; University of Manitoba; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Gestation; Gestational age; Obstetrics; Pregnancy; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001295184,0.0005541607,0.000688571,0.001480531,0.0002276104,0.0009094393,0.0006102555,0.0008986014,0.004970105],"category_scores_gemma":[0.003266999,0.0002849936,0.001550958,0.0008699802,0.0003338693,0.0008908208,0.0007607098,0.001382053,0.0006337128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004510803,"about_ca_system_score_gemma":0.0004024791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596459,"about_ca_topic_score_gemma":0.004865443,"domain_scores_codex":[0.9994031,0.00008685762,0.00003893607,0.0001234969,0.0000501227,0.0002974552],"domain_scores_gemma":[0.9968789,0.001282191,0.000854532,0.0003241292,0.0001597398,0.0005005877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0150252,0.0001772979,0.9175659,0.0002864216,0.002648711,0.001694648,0.0004354781,0.02074299,0.002930814,0.004150992,0.006933569,0.02740805],"study_design_scores_gemma":[0.000217192,0.001424143,0.9681993,0.0001467239,0.0009701201,0.002005567,0.0006087812,0.0203504,0.0007644334,0.002017605,0.003178039,0.0001176903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776848,0.00154799,0.002281568,0.0003364325,0.0001082635,0.00001852482,0.01166213,0.000149496,0.00621077],"genre_scores_gemma":[0.9928966,0.0005096296,0.000174802,0.00006673605,0.00005349816,0.00001755474,0.004620672,0.00001792485,0.001642606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00596459,"threshold_uncertainty_score":0.01662666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06831068139158754,"score_gpt":0.360156207261452,"score_spread":0.2918455258698645,"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."}}