{"id":"W2333760250","doi":"10.1097/lbr.0000000000000044","title":"The American Association for Bronchology and Interventional Pulmonology 2013–2014 Research Award Recipient","year":2014,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonology; Pulmonary medicine; Respiratory Medicine; Family medicine; Library science; Internal medicine; Surgery; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004991163,0.0008864597,0.0008296339,0.001878264,0.001253882,0.004762601,0.001316405,0.004217886,0.2416045],"category_scores_gemma":[0.01074057,0.0004052296,0.0009661337,0.0008881446,0.0006484678,0.001625837,0.002671154,0.004368753,0.1471131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166932,"about_ca_system_score_gemma":0.007617518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844593,"about_ca_topic_score_gemma":0.006814612,"domain_scores_codex":[0.9966312,0.000331768,0.0001476233,0.0003100338,0.001795416,0.0007838441],"domain_scores_gemma":[0.9788245,0.0005518122,0.00039837,0.0004690213,0.01150346,0.008252863],"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":[0.00003933064,0.00006104384,0.0003400216,0.00003511081,0.000005604206,0.0000490437,0.000005496786,0.00002686696,0.0001528405,0.0008450837,0.9631246,0.03531487],"study_design_scores_gemma":[0.0000935234,0.0001116822,0.002523005,0.0001366576,0.00001498868,0.0004156487,0.00004395795,0.000204027,0.0001802243,0.0008262487,0.9954367,0.00001334001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004079319,0.01265098,0.005589755,0.168611,0.3081239,0.00112912,0.004347667,0.001272188,0.4941961],"genre_scores_gemma":[0.02185842,0.02239325,0.007297192,0.01853683,0.04984922,0.0006066793,0.007400233,0.0006361117,0.871422],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2416045,"threshold_uncertainty_score":0.8082475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393758299966397,"score_gpt":0.391878440572187,"score_spread":0.357940857572523,"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."}}