{"id":"W7143486944","doi":"10.1177/002013240104601114","title":"Book Review: Evidence-Based Asthma Management Evidence-Based Asthma Management.FitzgeraldJ Mark MD, ErnstPierre MDMSc, BouletLouis-Philippe MD, and O'ByrnePaul M MB, with 31 other contributors. Hamilton, Ontario, Canada: BC Decker. 2001. Hard cover (with CD-ROM), illustrated, 326 pages, $89.95.","year":2001,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Asthma; Asthma management; Disease management","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":[0.0009415101,0.001624386,0.001869233,0.0004304163,0.0006972975,0.0002727167,0.0007349597,0.0004403219,0.004328596],"category_scores_gemma":[0.0001451445,0.001259977,0.000417178,0.001112984,0.0006634843,0.0008795159,0.000177107,0.001005841,0.0001485435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003110001,"about_ca_system_score_gemma":0.004987795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03549642,"about_ca_topic_score_gemma":0.2532043,"domain_scores_codex":[0.9910945,0.0006491006,0.001424304,0.002228179,0.002677531,0.001926348],"domain_scores_gemma":[0.9938647,0.0002987301,0.0008026063,0.002258593,0.00114381,0.001631587],"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":[0.004389334,0.0003055796,0.06233899,0.006082689,0.0007550193,0.01438515,0.00007396751,0.0003117431,0.0001474167,0.00001213307,0.9005885,0.01060949],"study_design_scores_gemma":[0.00655622,0.002037144,0.07890577,0.02705284,0.001203628,0.0001008363,0.0004092192,0.00002048172,0.0002822989,8.348496e-7,0.8819975,0.001433223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1260535,0.8605387,0.0001999011,0.002058003,0.0003779641,0.00679987,0.0003706439,0.0003960837,0.003205326],"genre_scores_gemma":[0.122375,0.28773,0.002359961,0.5330629,0.002320499,0.003755333,0.001275633,0.001393431,0.04572718],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5728087,"threshold_uncertainty_score":0.9996504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249512855883756,"score_gpt":0.2488168384902434,"score_spread":0.2263217099314058,"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."}}