{"id":"W2121147221","doi":"10.1186/cc2864","title":"Pro/con clinical debate: tracheostomy is ideal for withdrawal of mechanical ventilation in severe neurological impairment.","year":2004,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Mechanical ventilation; Intensive care unit; Clinical trial; Critically ill; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000381792,0.0001750913,0.0005067185,0.00007727708,0.00004454043,0.00001181859,0.00009995532,0.0003771287,0.0001639996],"category_scores_gemma":[0.0006158036,0.0001476731,0.0002768234,0.000129278,0.000140462,0.00009150424,0.00004287349,0.00036622,0.00001191539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006010256,"about_ca_system_score_gemma":0.0002582648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006881649,"about_ca_topic_score_gemma":0.00001272701,"domain_scores_codex":[0.9980896,0.0000640485,0.0007080482,0.0004430317,0.0003152252,0.0003800122],"domain_scores_gemma":[0.9989987,0.0001626797,0.00005719596,0.0002399582,0.0002611084,0.0002803321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03593403,0.01139121,0.5846965,0.008839444,0.0002696883,0.004548884,0.005610488,0.00005598864,0.03138328,0.1744789,0.002686958,0.1401046],"study_design_scores_gemma":[0.07291623,0.08669967,0.5389929,0.001426282,0.001991493,0.001398545,0.00766747,0.001867994,0.176033,0.08602527,0.02265685,0.002324319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992392,0.0001659585,0.003945936,0.001829424,0.0003009393,0.001009298,0.0000410833,0.00005157394,0.0002637874],"genre_scores_gemma":[0.9930072,0.000003551503,0.004820656,0.001789805,0.0001983408,0.00007915769,0.00005770453,0.00002525692,0.00001830628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446497,"threshold_uncertainty_score":0.6021932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04971779397846283,"score_gpt":0.3756990987686942,"score_spread":0.3259813047902314,"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."}}