{"id":"W2080858992","doi":"10.1097/pcc.0b013e3182257a24","title":"Risk factors associated with increased length of mechanical ventilation in children","year":2011,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Mechanical ventilation; Odds ratio; Confidence interval; Sedation; Ventilation (architecture); Retrospective cohort study; Anesthesia; Intubation; Risk factor; Intensive care; Surgery; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357636,0.0002116089,0.0005882107,0.0003347406,0.00004036358,0.000002253005,0.00009609653,0.0001934697,0.0006776093],"category_scores_gemma":[0.002620195,0.000146854,0.00008099191,0.0005572409,0.0001327941,0.00007059371,0.00002843071,0.0003763505,0.000003961301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007810399,"about_ca_system_score_gemma":0.0001385505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770831,"about_ca_topic_score_gemma":0.00005282605,"domain_scores_codex":[0.9980963,0.0001140297,0.0005346924,0.0003250305,0.0005979338,0.0003319988],"domain_scores_gemma":[0.9987032,0.0002636975,0.0001338045,0.0002654577,0.0003176669,0.0003161585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000225151,0.0002626752,0.9973944,0.00007704191,0.00003589629,0.00004066585,0.0008805112,1.480108e-7,0.0002044319,0.0003722077,0.00004105193,0.0004658299],"study_design_scores_gemma":[0.003243649,0.002614377,0.9881853,0.00008402165,0.001180563,0.0000091218,0.001404786,0.00002114113,0.00287782,0.000206704,0.00001382734,0.0001586274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974999,0.0004615613,0.0006427626,0.00003364974,0.0001303258,0.000411522,0.00003341345,0.00006039999,0.0007264314],"genre_scores_gemma":[0.9991383,0.00003727401,0.0002776432,0.00007002983,0.000257363,0.00001324021,0.0001688326,0.00003014477,0.000007170258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009209028,"threshold_uncertainty_score":0.7419347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216318084122969,"score_gpt":0.2830789795031892,"score_spread":0.2509157986619595,"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."}}