{"id":"W2141131099","doi":"10.1542/peds.2013-0702","title":"Prediction of Neonatal Outcomes in Extremely Preterm Neonates","year":2013,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational age; Concordance; Confidence interval; Pediatrics; Percentile; Gestation; Logistic regression; Neonatal intensive care unit; Pregnancy; Internal medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002746389,0.0005720308,0.0003210669,0.0006942191,0.000203832,0.0005300617,0.0006154117,0.0003047054,0.0003922296],"category_scores_gemma":[0.01686997,0.0001179871,0.0002938543,0.0003661116,0.0002467009,0.0002169185,0.0004955088,0.0004605433,0.0001460083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255297,"about_ca_system_score_gemma":0.002502781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05177493,"about_ca_topic_score_gemma":0.03568415,"domain_scores_codex":[0.9993144,0.0003014921,0.00004080563,0.00008955634,0.0001969664,0.00005674487],"domain_scores_gemma":[0.996991,0.001322642,0.0007417444,0.00009966448,0.0006788795,0.0001660125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037426,0.00004006348,0.9712248,0.00003027693,0.00008967817,0.00006470991,0.00003630361,0.01202026,0.0002046727,0.0001089372,0.0006227239,0.01545371],"study_design_scores_gemma":[0.00003685878,0.0002662179,0.7569838,0.0001238929,0.00009708189,0.0003701736,0.0001392014,0.2396164,0.0007468796,0.0008561117,0.0007441458,0.00001926958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860533,0.0004665908,0.01132546,0.0004088568,0.00001883116,0.00005090192,0.0007680521,0.00008110046,0.0008268697],"genre_scores_gemma":[0.9950476,0.0001217985,0.004039585,0.00003275562,0.00001021062,0.00002536714,0.0005800317,0.000004661814,0.0001381268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05177493,"threshold_uncertainty_score":0.1029471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641651353984065,"score_gpt":0.3301404084666465,"score_spread":0.2737238949268058,"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."}}