{"id":"W2069944155","doi":"10.1378/chest.1994614","title":"Transbronchial Biopsies in Lung Cancer: Retrospective Review of 116 Patients","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Retrospective cohort study; Lung cancer; Cancer; Lung; Internal medicine; General surgery; Oncology","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":[0.0007016975,0.0003401356,0.0005455932,0.001943576,0.0006716714,0.0008415818,0.0005182563,0.0004780696,0.00117201],"category_scores_gemma":[0.002967563,0.0005741907,0.0003633924,0.002098885,0.0005016376,0.0004928561,0.0006047515,0.0002997606,0.0004428377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379918,"about_ca_system_score_gemma":0.0007256471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193223,"about_ca_topic_score_gemma":0.005527196,"domain_scores_codex":[0.9986115,0.0002117377,0.0002761588,0.000314704,0.0004017141,0.000184154],"domain_scores_gemma":[0.9973375,0.000682313,0.001105623,0.0002164597,0.0003927337,0.0002653622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482076,0.0000243717,0.9939916,0.00008209368,0.00003986438,0.001399043,0.0001883792,0.00001596886,0.001284303,0.00001290539,0.000102115,0.002711126],"study_design_scores_gemma":[0.000009289,0.0001085295,0.9907635,0.00004670653,0.0000882984,0.006860775,0.0006046254,0.00003620308,0.0005425757,0.000007554669,0.0009261339,0.000005896592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937682,0.004344141,0.0001522671,0.0000220972,0.000009995922,0.00003631946,0.0006969287,0.000006274167,0.0009638367],"genre_scores_gemma":[0.9969437,0.001506282,0.0001907399,0.00004414368,0.00001199906,0.00002592733,0.001077276,0.000006448077,0.0001935837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004193223,"threshold_uncertainty_score":0.008337617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008236852727977398,"score_gpt":0.294373762092607,"score_spread":0.2861369093646295,"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."}}