{"id":"W1517727448","doi":"10.1111/j.1365-2044.2012.07260.x","title":"Extubation guidelines: use of airway exchange catheters","year":2012,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Intubation; Tracheal tube; Tube (container); Tracheal intubation; Airway; Catheter; Surgery; Airway management; Mechanical engineering","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":[0.004731296,0.0004373171,0.0006399775,0.001314393,0.000877159,0.001694239,0.00168379,0.004889884,0.02161874],"category_scores_gemma":[0.02160464,0.0002500735,0.0009823622,0.0008023416,0.0005752542,0.001555601,0.001456521,0.004194208,0.02017235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059207,"about_ca_system_score_gemma":0.002582423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255931,"about_ca_topic_score_gemma":0.005326875,"domain_scores_codex":[0.9945264,0.001847255,0.001708368,0.000189323,0.001460939,0.0002675438],"domain_scores_gemma":[0.9861724,0.004033218,0.001763073,0.0005557229,0.006427607,0.001047978],"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":[0.00007009695,0.0001708395,0.001576495,0.001332567,0.00001729268,0.0006630592,0.0004620819,0.0002214567,0.0007380011,0.00235531,0.7453015,0.2470913],"study_design_scores_gemma":[0.00004417685,0.0001209957,0.00467776,0.005716015,0.0000228935,0.001762614,0.0003058467,0.0002753882,0.0004236537,0.002137766,0.9844642,0.00004875486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01311414,0.1486385,0.05457149,0.4182133,0.02769974,0.003941457,0.007297985,0.007328431,0.319195],"genre_scores_gemma":[0.1138818,0.1600499,0.1739933,0.3646978,0.01982256,0.01004744,0.01791299,0.003146637,0.1364477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02161874,"threshold_uncertainty_score":0.07232195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09571094457740921,"score_gpt":0.3122888009256909,"score_spread":0.2165778563482817,"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."}}