{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03592726,0.001222449,0.003031512,0.002072954,0.005051448,0.009499598,0.006691105,0.05203245,0.01080175],"category_scores_gemma":[0.1343517,0.0007524983,0.001741065,0.002559916,0.02721495,0.01455246,0.003757893,0.05954758,0.01053012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933578,"about_ca_system_score_gemma":0.00457914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139562,"about_ca_topic_score_gemma":0.001458426,"domain_scores_codex":[0.976633,0.01037151,0.002938099,0.003892032,0.005146532,0.001018958],"domain_scores_gemma":[0.8457663,0.1124537,0.01043983,0.004018349,0.01901187,0.008310045],"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":[0.001475153,0.0001294244,0.001321528,0.001411034,0.0003883265,0.0007436819,0.0009129938,0.0001549979,0.0006647451,0.05571392,0.8363288,0.1007553],"study_design_scores_gemma":[0.0007947996,0.0004429239,0.002724003,0.003047877,0.0004462893,0.002236761,0.00390025,0.0006530129,0.0008963673,0.2316272,0.752979,0.0002515439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003695363,0.01174797,0.0002728614,0.9551846,0.03030568,0.000006775892,0.00003485491,0.00001306274,0.002064652],"genre_scores_gemma":[0.0153707,0.01128424,0.0007878965,0.8384361,0.1323186,0.00003107214,0.00006485546,0.00005947449,0.001647112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05203245,"threshold_uncertainty_score":0.1900038,"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."}}