{"id":"W2081317471","doi":"10.1136/adc.2005.073148","title":"More and earlier surfactant for preterm infants","year":2006,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Gestation; Pulmonary surfactant; Medicine; Pediatrics; Obstetrics; Pregnancy; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226268,0.0002337526,0.0008063545,0.0008165707,0.0003791862,0.0005462096,0.0003465692,0.0004988052,0.001488163],"category_scores_gemma":[0.00520293,0.00008235694,0.0006313249,0.001368629,0.0001797997,0.0005163577,0.0004876005,0.0006343455,0.0001390297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361653,"about_ca_system_score_gemma":0.0009746667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650966,"about_ca_topic_score_gemma":0.01177767,"domain_scores_codex":[0.9987293,0.0003732489,0.0001670411,0.0001567964,0.0003649766,0.0002085331],"domain_scores_gemma":[0.995678,0.0008913413,0.002389085,0.0001390666,0.0002422042,0.0006602166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01646773,0.001065504,0.7607613,0.001129836,0.0008599357,0.0007555027,0.001132831,0.000728006,0.006244482,0.0003610697,0.001358763,0.209135],"study_design_scores_gemma":[0.0002075946,0.003091624,0.9929315,0.00007744115,0.0001836371,0.00060244,0.0002442964,0.00007896078,0.0005520387,0.00007339838,0.001944483,0.00001257394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905408,0.008153364,0.00007713235,0.0004196245,0.00005239952,0.00001480067,0.000232745,0.000007708841,0.0005013969],"genre_scores_gemma":[0.9960572,0.002967225,0.0001679193,0.0001506532,0.00005924427,0.0000152171,0.000185776,0.000002390854,0.0003944072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006650966,"threshold_uncertainty_score":0.01322448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115388958170872,"score_gpt":0.3039813363453095,"score_spread":0.2924424405282223,"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."}}