{"id":"W2810928194","doi":"10.1016/j.ebiom.2018.06.024","title":"Conventional Versus Therapeutic Stents for Airway Malignancies: Novel Local Therapies Underway","year":2018,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Debulking; Lung cancer; Stent; Bronchoscopy; Airway; Cancer; Radiology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002171682,0.0002247071,0.0003495091,0.0001430834,0.0001596536,0.0000106325,0.000122005,0.000118156,0.000844311],"category_scores_gemma":[0.0000364513,0.0001615652,0.0001572873,0.0002644499,0.0008692335,0.00006428351,0.00002253584,0.0001209678,0.0001229775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007732411,"about_ca_system_score_gemma":0.000133288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003714594,"about_ca_topic_score_gemma":0.00002429972,"domain_scores_codex":[0.9985094,0.00001390244,0.0003178969,0.0003396836,0.0003991648,0.0004199709],"domain_scores_gemma":[0.9991062,0.0001410566,0.00008496208,0.0002487715,0.0002356846,0.0001833695],"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":[0.0357096,0.007487346,0.007808213,0.002117325,0.005365637,0.00005172198,0.008013234,0.00001194245,0.3444667,0.04771342,0.058991,0.4822638],"study_design_scores_gemma":[0.1085079,0.02959408,0.06377784,0.001056242,0.00117572,0.0001297145,0.01297258,0.005315016,0.01104565,0.003438118,0.7618353,0.001151864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2851388,0.006448118,0.6388146,0.0487479,0.006389958,0.002981871,0.0001675609,0.0005473807,0.01076382],"genre_scores_gemma":[0.9906987,0.0000478132,0.001270872,0.002527678,0.001065729,0.00006049718,0.0001429548,0.00003993606,0.004145838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7055598,"threshold_uncertainty_score":0.9244613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05179821884750887,"score_gpt":0.3193383400931328,"score_spread":0.267540121245624,"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."}}