{"id":"W2072706737","doi":"10.1056/nejmoa050223","title":"Amnioinfusion for the Prevention of the Meconium Aspiration Syndrome","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; Université de Montréal; Hôpital Saint-François d'Assise; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Amnioinfusion; Medicine; Meconium aspiration syndrome; Meconium; Obstetrics; Amniotic fluid; Relative risk; Confidence interval; Gynecology; Pregnancy; Fetus; 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":[],"consensus_categories":[],"category_scores_codex":[0.002573523,0.00008332612,0.0002956136,0.0001163007,0.0000919819,0.000003886842,0.0001792459,0.000056722,0.0002293465],"category_scores_gemma":[0.001464493,0.00003528799,0.0001126846,0.0001840891,0.0001039838,0.00008799801,0.00002416649,0.0003639939,0.000002601455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008094001,"about_ca_system_score_gemma":0.0005328992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002932838,"about_ca_topic_score_gemma":0.00006253242,"domain_scores_codex":[0.9982686,0.0001081621,0.0006275103,0.00007724851,0.0007586962,0.0001597803],"domain_scores_gemma":[0.9982067,0.0005675929,0.0004477836,0.0002222254,0.000385882,0.0001697786],"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":[0.001515014,0.00006904099,0.0008145847,0.0002229432,0.00006590832,0.00001182855,0.0003540983,0.00007048013,0.01475754,0.0002854055,0.004404202,0.977429],"study_design_scores_gemma":[0.05821668,0.01021792,0.04833261,0.001636693,0.0003856528,0.002428459,0.0001860987,0.0008851922,0.008605957,0.001094045,0.8679298,0.00008092031],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429695,0.01491697,0.006250396,0.1323795,0.001179245,0.001539108,0.000003257959,0.000008933329,0.0007531099],"genre_scores_gemma":[0.9931303,0.0004581385,0.0004846486,0.001267224,0.003093457,0.000004727315,0.000001394445,0.00001276029,0.001547305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.977348,"threshold_uncertainty_score":0.2511184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05735979664957749,"score_gpt":0.3794632298595694,"score_spread":0.3221034332099919,"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."}}