{"id":"W4409191259","doi":"10.1016/j.ccm.2025.02.008","title":"Malignant Central Airway Obstruction","year":2025,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Airway obstruction; 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":[0.0002516003,0.00071889,0.001214429,0.003013931,0.0002888671,0.0009175993,0.0004565656,0.0007427541,0.008205536],"category_scores_gemma":[0.001099629,0.0002130309,0.0005101035,0.002534596,0.0003602566,0.001049093,0.0008283581,0.001051676,0.002348454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925938,"about_ca_system_score_gemma":0.001170816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012187,"about_ca_topic_score_gemma":0.003105948,"domain_scores_codex":[0.9998105,0.00002997895,0.00004102333,0.00003734187,0.00005732624,0.00002388392],"domain_scores_gemma":[0.9997045,0.0001194539,0.00008056418,0.000009412113,0.00004980352,0.00003623591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005396327,0.0000359715,0.0005776187,0.02195585,0.000129853,0.0007804715,0.0000415508,0.0001806712,0.0007874151,0.0009159319,0.04956846,0.9249722],"study_design_scores_gemma":[0.00006535797,0.0001152023,0.003733795,0.02546319,0.000804237,0.01142609,0.0001062247,0.0001243667,0.0003692118,0.001154885,0.9566007,0.00003668639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001296024,0.9979035,0.00005570071,0.0001806482,0.0003336829,0.000004814671,0.00002263107,0.000006585357,0.001362904],"genre_scores_gemma":[0.001568337,0.996437,0.0001326012,0.0005414281,0.0005113585,0.000006092545,0.0000631501,0.000001717126,0.0007383685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008205536,"threshold_uncertainty_score":0.02745026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07025293595397042,"score_gpt":0.4023118177068463,"score_spread":0.3320588817528759,"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."}}