{"id":"W2990037744","doi":"10.1044/leader.ftr1.14012009.10","title":"Patients Requiring Tracheostomy and Mechanical Ventilation","year":2009,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Medicine; Intensive care medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000801535,0.0003626573,0.0003789353,0.0006894932,0.001521164,0.002347089,0.0006490419,0.002042439,0.1590459],"category_scores_gemma":[0.006204382,0.0002020533,0.0005852032,0.0004902979,0.000439674,0.00215392,0.002730044,0.002068484,0.04952844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006140112,"about_ca_system_score_gemma":0.002196632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007487697,"about_ca_topic_score_gemma":0.002595621,"domain_scores_codex":[0.9988539,0.000262706,0.00009462983,0.0001085112,0.0004612042,0.0002190836],"domain_scores_gemma":[0.9959803,0.0003115076,0.0003536099,0.0001223092,0.0004922484,0.002740088],"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":[0.00003531684,0.000101254,0.00367819,0.0001100793,0.000007597861,0.0008837948,0.00009276857,0.0000461336,0.0001145729,0.0008951017,0.8556877,0.1383474],"study_design_scores_gemma":[0.00006432971,0.0002159782,0.009019911,0.001091589,0.00001368295,0.004289042,0.000992142,0.0001830162,0.000146031,0.00367853,0.9802659,0.00003982569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01540502,0.01710372,0.003304944,0.3227066,0.02005638,0.0003110597,0.0009895484,0.001447794,0.618675],"genre_scores_gemma":[0.2214188,0.05546174,0.00984164,0.1014419,0.03189779,0.0006288356,0.00348063,0.0008361026,0.5749926],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1590459,"threshold_uncertainty_score":0.5320615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336653064172321,"score_gpt":0.2598306990458537,"score_spread":0.2464641684041305,"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."}}