{"id":"W2319448210","doi":"10.1016/j.brachy.2015.02.383","title":"High Dose Rate Brachytherapy in the Management of Endobronchial Tumors: Princess Margaret Cancer Center Experience","year":2015,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Lung cancer; Radiology; Palliative care; Bronchoscopy; Lung; Radiation therapy; Surgery; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790795,0.0002356249,0.0003723258,0.00008341444,0.00004630539,0.00002285762,0.0003013704,0.0000653363,0.0001892761],"category_scores_gemma":[0.000005363175,0.0001541914,0.00009896958,0.0003688672,0.0001516394,0.0001581999,0.00002981768,0.0002198016,0.00001061012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006924928,"about_ca_system_score_gemma":0.00008528042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007280902,"about_ca_topic_score_gemma":0.0001758859,"domain_scores_codex":[0.9982644,0.0001396508,0.0004221289,0.0003507564,0.0004394085,0.000383662],"domain_scores_gemma":[0.9991952,0.00003394637,0.0001501333,0.0004367979,0.00006488558,0.0001190515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01058212,0.005329821,0.596599,0.0007280264,0.0005547563,0.0006594642,0.03937051,0.0005591579,0.00310373,0.01289617,0.002812813,0.3268044],"study_design_scores_gemma":[0.01882597,0.001004648,0.9421077,0.0005074977,0.00004067766,0.00005324092,0.005859181,0.00011534,0.002963718,0.001496284,0.02660536,0.0004203294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916495,0.001564095,0.0001003614,0.003642971,0.0002902132,0.0009072536,0.00001653593,0.00004426838,0.001784784],"genre_scores_gemma":[0.9949989,0.001283403,0.0005829699,0.002226547,0.000189778,0.0002904001,0.00002192891,0.00003004004,0.0003760228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455087,"threshold_uncertainty_score":0.6287742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237752417783704,"score_gpt":0.3146561199480671,"score_spread":0.2822785957702301,"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."}}