{"id":"W7143411597","doi":"10.1177/002013240004500113","title":"Book Review: Thurlbeck'S Chronic Airflow Obstruction Thurlbeck's Chronic Airflow Obstruction, 2nd edition. ThurlbeckWilliam Michael MD and WrightJoanne Lynne MD. Hamilton, Ontario, Canada: BC Decker, 1999. Hardcover book (plus CD-ROM), illustrated, 332 pages, $ 69.95.","year":2000,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Airflow; Chronic disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003277434,0.001311016,0.001677306,0.0002938626,0.00123867,0.0001168561,0.0004267055,0.0009630445,0.0258211],"category_scores_gemma":[0.0001473635,0.001257345,0.000538895,0.0005785967,0.0008189532,0.001283275,0.0001103475,0.001721867,0.0003096643],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00899867,"about_ca_system_score_gemma":0.009340415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1547814,"about_ca_topic_score_gemma":0.7393535,"domain_scores_codex":[0.9935406,0.0004282868,0.0015262,0.001835466,0.001139759,0.001529692],"domain_scores_gemma":[0.9957861,0.0001589918,0.0005494595,0.00162059,0.00083065,0.001054238],"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":[0.0003118124,0.0001407194,0.006350022,0.002656826,0.0005389893,0.0005769276,0.0002872441,0.0001803726,0.001450947,0.0000234022,0.9812347,0.006248055],"study_design_scores_gemma":[0.004505638,0.001245911,0.0604948,0.002397374,0.00111822,0.0007526461,0.000117038,0.00001879262,0.001722021,0.00002190724,0.9264049,0.001200753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2227498,0.7692348,0.000006421546,0.0005091906,0.002045977,0.002206449,0.0003427806,0.0003893256,0.002515246],"genre_scores_gemma":[0.1034605,0.7779876,0.0001298165,0.06840654,0.01145473,0.001297388,0.00414059,0.000673005,0.03244986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5845721,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00663204403920774,"score_gpt":0.2132073557757333,"score_spread":0.2065753117365255,"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."}}