{"id":"W2098324900","doi":"10.1186/cc10588","title":"Decisional responsibility for mechanical ventilation and weaning: an international survey","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University of Toronto; St. Michael's Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Weaning; Emergency medicine; Intensive care medicine; Medical emergency; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003205869,0.000260778,0.0002841365,0.001013005,0.0002551881,0.0006027073,0.0003449245,0.0006445303,0.001244024],"category_scores_gemma":[0.008831935,0.0003938577,0.0003950387,0.001124904,0.0004185806,0.0009447194,0.0009294775,0.0006473109,0.0003153885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004250525,"about_ca_system_score_gemma":0.0004786316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889361,"about_ca_topic_score_gemma":0.002165103,"domain_scores_codex":[0.9972352,0.001335216,0.0004294232,0.0002504011,0.0003786516,0.0003711802],"domain_scores_gemma":[0.9901966,0.002908745,0.004766331,0.0002959322,0.0007436395,0.001088745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000347347,0.00005906533,0.9960344,0.00002621215,0.00001540735,0.00004334639,0.001049013,0.00004466328,0.00006453742,0.00001495312,0.0002078057,0.002405839],"study_design_scores_gemma":[0.000005622353,0.0001514163,0.9970871,0.00002146868,0.000005721773,0.0001392966,0.00193925,0.000189627,0.00003401919,0.00001056976,0.0004113213,0.000004719408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9987192,0.0001408056,0.0001107558,0.000151635,0.000004537376,0.00002640627,0.0002503303,0.000003461209,0.0005929049],"genre_scores_gemma":[0.999292,0.0001560707,0.0001040694,0.00006777461,0.000005767322,0.00002791168,0.0002162024,0.000001812314,0.0001283063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003205869,"threshold_uncertainty_score":0.01695442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2921595441863239,"score_gpt":0.4906740111566976,"score_spread":0.1985144669703737,"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."}}