{"id":"W2137823875","doi":"10.4187/respcare.00768","title":"Preliminary Evaluation of a New Index to Predict the Outcome of a Spontaneous Breathing Trial","year":2011,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Centre Hospitalier Universitaire de Sherbrooke; Hôpital Notre-Dame; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Spontaneous breathing trial; Outcome (game theory); Index (typography); Breathing; Intensive care medicine; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008087614,0.0001127691,0.0002862734,0.0001592758,0.00004763622,0.000003828916,0.0001340862,0.0001164025,0.000195512],"category_scores_gemma":[0.000967828,0.00008254565,0.0001405137,0.0002455323,0.0000570556,0.000044881,0.00006525869,0.0001775721,0.00001002197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205391,"about_ca_system_score_gemma":0.0005209676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962289,"about_ca_topic_score_gemma":0.0000756567,"domain_scores_codex":[0.9984264,0.000197952,0.0004705477,0.0001733258,0.0006045718,0.0001272538],"domain_scores_gemma":[0.998562,0.00009752808,0.0001749357,0.000549111,0.0005189525,0.00009745996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1455159,0.001269428,0.3476366,0.001189405,0.0008205769,0.0005344419,0.1015331,0.001093274,0.06914389,0.0004169478,0.01252481,0.3183216],"study_design_scores_gemma":[0.1313621,0.03951314,0.5833039,0.001745482,0.005087325,0.00119883,0.01338227,0.000102916,0.196927,0.0004245068,0.02604466,0.0009078773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906269,0.0004691813,0.0000775373,0.00003400302,0.0004282195,0.001521475,0.00001099293,0.00003565531,0.006796064],"genre_scores_gemma":[0.9990182,0.000001154869,0.000212976,0.0002663174,0.0003296573,0.00007258823,0.000002268964,0.00001982856,0.00007702123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174137,"threshold_uncertainty_score":0.3366114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366393476442534,"score_gpt":0.3724767953237396,"score_spread":0.2358374476794862,"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."}}