{"id":"W3160231564","doi":"10.1159/000516393","title":"Bronchoscopic Diagnosis of Peripheral Lung Lesions","year":2021,"lang":"en","type":"letter","venue":"Respiration","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Peripheral; Lung; Bronchoscopy; Pathology; Radiology; 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":[0.001335979,0.0008703861,0.0007998107,0.001181106,0.004694171,0.002115603,0.001517347,0.04166273,0.007284221],"category_scores_gemma":[0.0105722,0.0008016244,0.00125038,0.0007170304,0.001920417,0.001774236,0.001139018,0.01830824,0.003191712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005117452,"about_ca_system_score_gemma":0.003942659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555181,"about_ca_topic_score_gemma":0.03971743,"domain_scores_codex":[0.9983083,0.0005217603,0.0002007969,0.0001846733,0.0003607082,0.0004238266],"domain_scores_gemma":[0.9972662,0.001133868,0.0002059918,0.0001089724,0.0004531437,0.0008318416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003165911,0.0003119567,0.0165852,0.0001763066,0.00007446023,0.3238382,0.0006128285,0.0004671569,0.00195638,0.006629284,0.6336074,0.01542409],"study_design_scores_gemma":[0.0003538596,0.0005133398,0.02623507,0.001518597,0.0001485685,0.2243591,0.002163803,0.004252519,0.001395567,0.01500203,0.7238973,0.000160245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009059222,0.003085139,0.0003472299,0.9182569,0.01524008,0.00009341699,0.0001670046,0.00006374509,0.05368735],"genre_scores_gemma":[0.09675745,0.004245299,0.001599014,0.768277,0.06528968,0.0001169301,0.0002002404,0.00008366779,0.06343069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04166273,"threshold_uncertainty_score":0.03712982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059837324338874,"score_gpt":0.3125566018833091,"score_spread":0.2819582286399203,"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."}}