{"id":"W2156065308","doi":"10.1378/chest.07-1377","title":"Bronchial Intraepithelial Neoplasia/Early Central Airways Lung Cancer","year":2007,"lang":"de","type":"article","venue":"CHEST Journal","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Bronchoscopy; Carcinoma in situ; Dysplasia; Lung cancer; Intraepithelial neoplasia; Radiology; Sputum; Carcinoma; Surgery; Cancer; Pathology; Internal medicine; Tuberculosis","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":[0.001472356,0.0003793942,0.0005661211,0.002162904,0.00083198,0.0009795957,0.0004360078,0.0008127944,0.008968469],"category_scores_gemma":[0.002262539,0.0001400404,0.0002930226,0.001817568,0.0005426658,0.001103211,0.000785035,0.0007031953,0.0008467811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715496,"about_ca_system_score_gemma":0.001137113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196186,"about_ca_topic_score_gemma":0.00530593,"domain_scores_codex":[0.9994267,0.0002150897,0.0000659474,0.00005989315,0.0001257115,0.0001066753],"domain_scores_gemma":[0.9985391,0.0005352269,0.0003552,0.00009032876,0.0002498256,0.0002302812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005992936,0.001776131,0.7883726,0.004048908,0.0001961283,0.01181432,0.00133257,0.0001109826,0.009318614,0.003439016,0.005896635,0.1677011],"study_design_scores_gemma":[0.000243521,0.003108391,0.8987553,0.001065316,0.0003746701,0.02793449,0.00377474,0.00007790355,0.005874869,0.001258279,0.05751302,0.00001937546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973397,0.1342734,0.0002789027,0.0025711,0.0004152255,0.000318308,0.001180012,0.00003411677,0.0635893],"genre_scores_gemma":[0.9607279,0.02544179,0.0004483132,0.0007889059,0.0005967817,0.00008814334,0.0007470298,0.000006599223,0.01115449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008968469,"threshold_uncertainty_score":0.03000253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295766139098238,"score_gpt":0.317757152089587,"score_spread":0.3047994906986046,"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."}}