{"id":"W2981956709","doi":"10.1016/j.jtho.2019.08.374","title":"MS16.04 Bronchoscopic Lung Cancer Ablation","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Lung cancer; Bronchopleural fistula; Pneumothorax; Radiofrequency ablation; Radiology; Percutaneous; Surgery; Radiation therapy; Treatment of lung cancer; Microwave ablation; Stage (stratigraphy); Cryotherapy; Population; Ablation; Pneumonectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002811999,0.0003410389,0.0003795075,0.0004514451,0.0004283064,0.0006218905,0.0002533846,0.0006553556,0.02883567],"category_scores_gemma":[0.0003448124,0.0001085642,0.0005305245,0.0001780994,0.000266715,0.0003143519,0.0003412754,0.001181884,0.009898947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000535598,"about_ca_system_score_gemma":0.0006331158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004517544,"about_ca_topic_score_gemma":0.001325182,"domain_scores_codex":[0.9998407,0.00002079105,0.00001104773,0.00003382189,0.00004697487,0.00004653159],"domain_scores_gemma":[0.9998305,0.00002260348,0.00001885807,0.00001722599,0.00002242089,0.00008842778],"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":[0.009331806,0.0009881669,0.01555618,0.0009059306,0.0004246799,0.008692262,0.00007931655,0.001111116,0.1144348,0.005051784,0.1310571,0.7123669],"study_design_scores_gemma":[0.002317158,0.008510727,0.0492014,0.0004575088,0.0003108395,0.06199659,0.00008076489,0.002783628,0.04280643,0.003857414,0.827575,0.000102505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4189066,0.04783801,0.00939272,0.01810775,0.00787702,0.0006501152,0.005160396,0.003391511,0.4886758],"genre_scores_gemma":[0.7892603,0.01004156,0.005817328,0.007444621,0.003695986,0.0002860852,0.004509893,0.0004071076,0.1785371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02883567,"threshold_uncertainty_score":0.09646499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611496341504553,"score_gpt":0.432623325898859,"score_spread":0.4165083624838135,"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."}}