{"id":"W2172076648","doi":"10.1542/peds.113.6.1593","title":"Timing of Initial Surfactant Treatment for Infants 23 to 29 Weeks’ Gestation: Is Routine Practice Evidence Based?","year":2004,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Gestational age; Randomized controlled trial; Pediatrics; Gestation; Surfactant therapy; Apgar score; Birth weight; Pulmonary surfactant; Pregnancy; Internal 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"],"consensus_categories":[],"category_scores_codex":[0.0008266175,0.0001539582,0.0002914032,0.0002582468,0.00008938753,0.00001704631,0.0001040711,0.00009019613,0.00006633133],"category_scores_gemma":[0.0093191,0.0001368439,0.00007775186,0.0006056241,0.00003059833,0.0002587364,0.00003978468,0.0001565949,0.00007988288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793556,"about_ca_system_score_gemma":0.002434441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003664515,"about_ca_topic_score_gemma":0.00002428446,"domain_scores_codex":[0.997982,0.00006048702,0.0004679739,0.0003162072,0.0007696981,0.0004035829],"domain_scores_gemma":[0.9959183,0.002346796,0.0001869033,0.0003401929,0.0008039168,0.000403935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05786886,0.007918826,0.1031917,0.02138449,0.0003814224,0.002400207,0.01839273,0.005952529,0.01009743,0.00117551,0.00905614,0.7621801],"study_design_scores_gemma":[0.0679303,0.08224753,0.09603985,0.003375948,0.003327029,0.0003324159,0.00290417,0.00748602,0.2432827,0.0005863633,0.4898268,0.002660904],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421895,0.007175968,0.01383372,0.03132812,0.0004055281,0.004087065,0.000316912,0.00008573987,0.0005774801],"genre_scores_gemma":[0.9588345,0.001514184,0.03408168,0.004497381,0.0006921853,0.0001464474,0.00002922337,0.0000434774,0.0001609306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7595193,"threshold_uncertainty_score":0.9990258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.186618517907715,"score_gpt":0.4877550428623197,"score_spread":0.3011365249546047,"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."}}