{"id":"W2906181720","doi":"10.4187/respcare.06404","title":"Characteristic of Subjects Who Fail a 120-Minute Spontaneous Breathing Trial: When Minutes Are Taken Into Account","year":2018,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Spontaneous breathing trial; Critically ill; Breathing; Intensive care medicine; Critical illness; Anesthesia; Intensive care unit","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005816621,0.001209019,0.00272633,0.0008562562,0.0002251182,0.0001536631,0.0007957306,0.002383887,0.0009210807],"category_scores_gemma":[0.0005377908,0.001100451,0.000878109,0.0003124192,0.0003060286,0.0002512412,0.0002560665,0.00210045,0.0002429008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013508,"about_ca_system_score_gemma":0.001695973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202623,"about_ca_topic_score_gemma":0.0001142933,"domain_scores_codex":[0.993861,0.0003367571,0.001603584,0.001463455,0.001666752,0.001068485],"domain_scores_gemma":[0.9942459,0.0002314734,0.001593636,0.002168817,0.001368568,0.0003915853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007315111,0.00008743602,0.000602685,0.007230629,0.0005658347,0.0547537,0.006830772,1.239435e-7,0.01306795,0.000005192217,0.9042591,0.005281413],"study_design_scores_gemma":[0.01104762,0.003029862,0.0001648266,0.002870225,0.0009689218,0.0006505405,0.001365797,8.87878e-7,0.01024379,0.00004547658,0.9686255,0.0009865795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9347151,0.01225192,0.00007949235,0.02998299,0.006881384,0.008534063,0.00141435,0.0008388282,0.005301873],"genre_scores_gemma":[0.05591986,0.0001245232,0.0009274774,0.8730516,0.04593707,0.0008469317,0.002609026,0.001247966,0.01933555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8787953,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053477139429635,"score_gpt":0.2703692325614081,"score_spread":0.2398344611671118,"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."}}