{"id":"W2040260890","doi":"10.1097/jto.0b013e3182a47501","title":"Radiotherapy for Intubated Patients with Malignant Airway Obstruction: Futile or Facilitating Extubation?","year":2013,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Airway obstruction; Radiation therapy; Intubation; Airway; Intensive care medicine; Surgery","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":[0.0006113732,0.0002492187,0.0004472683,0.0002874536,0.0006216093,0.0009088918,0.0003460079,0.001685189,0.004116494],"category_scores_gemma":[0.004532864,0.0001355391,0.0005049716,0.0002418424,0.0004497437,0.001090199,0.0004657446,0.001374848,0.000843217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364719,"about_ca_system_score_gemma":0.001004605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003747406,"about_ca_topic_score_gemma":0.002025671,"domain_scores_codex":[0.9997186,0.000102507,0.00003835345,0.00002077488,0.00004100067,0.00007867681],"domain_scores_gemma":[0.9987877,0.000614704,0.0002623011,0.00004288666,0.00007444214,0.0002180155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004213413,0.0004716329,0.3238062,0.002262568,0.0002986208,0.08817783,0.001668718,0.001885821,0.01047184,0.004221699,0.03032669,0.5321951],"study_design_scores_gemma":[0.0007008641,0.009019426,0.5451727,0.00849698,0.001282062,0.2726267,0.01021812,0.003877661,0.01254849,0.01266205,0.1231715,0.0002234464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178943,0.1606868,0.003368597,0.06685848,0.003300235,0.0001353783,0.0002385411,0.0001744926,0.04734338],"genre_scores_gemma":[0.9607419,0.02878337,0.002163433,0.003965385,0.002573547,0.00004167701,0.0001416125,0.00002692446,0.001562235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004116494,"threshold_uncertainty_score":0.01377106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831576752680509,"score_gpt":0.3568677985765,"score_spread":0.3385520310496949,"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."}}