{"id":"W2327866299","doi":"10.1155/2016/9848942","title":"Practice Variation in Spontaneous Breathing Trial Performance and Reporting","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Mount Sinai Hospital; University of Toronto; Western University; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Incidence (geometry); Breathing; Emergency medicine; Sedation; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001604227,0.0001054522,0.0002044569,0.0004693945,0.000156227,0.0000423086,0.00004063036,0.00009408897,0.00008817329],"category_scores_gemma":[0.04304884,0.00008087255,0.00004212389,0.0001315426,0.0000514874,0.0003209111,0.000008055159,0.0003777426,0.00001204157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007087969,"about_ca_system_score_gemma":0.001662504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489862,"about_ca_topic_score_gemma":0.006065494,"domain_scores_codex":[0.99856,0.0001292401,0.0006372657,0.000167738,0.0001913459,0.000314486],"domain_scores_gemma":[0.9964479,0.0002046884,0.0005570616,0.0001123439,0.00224291,0.0004350458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03982331,0.0001447045,0.170693,0.0001342302,0.0003421124,0.2328785,0.005951285,0.000009719706,0.02614216,0.000650268,0.008072257,0.5151585],"study_design_scores_gemma":[0.08350489,0.00342347,0.5258873,0.002686909,0.0002925508,0.1846088,0.006463801,0.0000907039,0.0004520837,0.0001976622,0.191596,0.0007958013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880795,0.0001691726,0.0000907689,0.003721596,0.0003459825,0.0002607299,0.000002548889,0.000008610105,0.007321048],"genre_scores_gemma":[0.9788337,0.00003778551,0.0001487187,0.02045173,0.0003379983,0.00000472896,5.476492e-7,0.00001885134,0.0001658787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5143627,"threshold_uncertainty_score":0.965012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286976146356042,"score_gpt":0.294786912233007,"score_spread":0.2619171507694466,"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."}}