{"id":"W2089931887","doi":"10.1097/01.ccm.0000057911.19145.9f","title":"Role of exogenous surfactant in acute lung injury","year":2003,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Pulmonary surfactant; Intensive care medicine; Clinical trial; Respiratory distress; Surfactant therapy; Randomized controlled trial; Acute respiratory distress; Data extraction; Lung; Neonatal respiratory distress syndrome; MEDLINE; Internal medicine; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009518166,0.000546259,0.004029107,0.0008011935,0.00005291637,0.000005637085,0.0003289584,0.0006488667,0.0008558932],"category_scores_gemma":[0.003832127,0.0003894928,0.0003319371,0.001074063,0.0008012692,0.000045333,0.0001256297,0.00186457,0.00006206954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008362794,"about_ca_system_score_gemma":0.002574575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024393,"about_ca_topic_score_gemma":0.0000140138,"domain_scores_codex":[0.9948393,0.0005061282,0.00161763,0.0006985856,0.001378203,0.0009601132],"domain_scores_gemma":[0.9960926,0.001248347,0.0001382651,0.0009262284,0.0006714445,0.0009231149],"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":[0.0001025738,0.00009534755,0.00005574661,0.1685221,0.00006722259,0.001203987,0.0001773349,5.4959e-9,0.00004632568,0.0006069245,0.0002040389,0.8289183],"study_design_scores_gemma":[0.0007583026,0.001582335,0.000021596,0.04051933,0.001375856,0.0002946077,0.0004777936,0.000001655823,0.00002914426,0.00005721582,0.9546211,0.0002610105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001082036,0.9924912,0.00000553018,0.0002332295,0.0003053671,0.001817051,0.0001563152,0.00003347138,0.004849634],"genre_scores_gemma":[0.0009087973,0.9977136,0.0001162858,0.0004328215,0.0002826598,0.0001399717,0.0001460601,0.0001191845,0.0001406199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9544171,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08056405849698989,"score_gpt":0.4839702885140748,"score_spread":0.4034062300170849,"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."}}