{"id":"W8279123","doi":"10.1007/bf01702584","title":"Surfactant therapy in patients with acute respiratory distress syndrome","year":2004,"lang":"en","type":"article","venue":"Virus Genes","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Intensive care medicine; Respiratory distress; Medicine; Surfactant therapy; Pulmonary surfactant; Acute respiratory distress; Internal medicine; Lung; Surgery; Chemistry","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":[0.0001965202,0.0001811174,0.0002997107,0.0002047458,0.00007255616,0.00001627397,0.0001444786,0.00009273569,0.0001006064],"category_scores_gemma":[0.0000274426,0.0001287731,0.00003969487,0.0004093691,0.0001083885,0.0001064712,0.00004170876,0.000258892,0.000115817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573672,"about_ca_system_score_gemma":0.0004665119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002841355,"about_ca_topic_score_gemma":0.0001815288,"domain_scores_codex":[0.9981824,0.00005961425,0.0002728503,0.0003435234,0.0006728903,0.0004687279],"domain_scores_gemma":[0.9990678,0.00003527017,0.00005857071,0.0004403467,0.0001241233,0.0002738474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007737408,0.001525237,0.7491009,0.0002938147,0.0001851143,0.003640852,0.0002263211,0.00005871441,0.02141778,0.00007186369,0.00003695473,0.2157051],"study_design_scores_gemma":[0.008128017,0.003092156,0.9539255,0.0001371379,0.00001010637,0.0000167063,0.00001230327,0.000001010433,0.01911151,0.00002937435,0.01535301,0.0001831897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952602,0.003421399,0.000007279054,0.0001559361,0.00006493727,0.0008169205,0.0000803397,0.00004637678,0.0001465796],"genre_scores_gemma":[0.9981913,0.0005217085,0.0001364611,0.0009369621,0.00002974756,0.00005678348,0.00002045909,0.00004570008,0.0000608972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155219,"threshold_uncertainty_score":0.5251216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712569228186954,"score_gpt":0.3351661778897824,"score_spread":0.2980404856079129,"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."}}