{"id":"W2329410112","doi":"10.4187/respcare.01233","title":"Book Review: Asthma: A Clinician's Guide. Margaret Varnell Clark MS RN RRT-NPS. Sudbury, Massachusetts: Jones & Bartlett. 2011. Soft cover, 174 pages, $39.95.","year":2011,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cover (algebra); Art history; History; Engineering; Mechanical engineering","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":[0.0006341158,0.001715054,0.002003347,0.003449246,0.0006558766,0.001925953,0.001506867,0.002103006,0.1717915],"category_scores_gemma":[0.004008245,0.0006500668,0.0007483221,0.002056013,0.0003520999,0.002412787,0.001044529,0.003339842,0.1938088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191449,"about_ca_system_score_gemma":0.001564208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00397593,"about_ca_topic_score_gemma":0.01277507,"domain_scores_codex":[0.9996194,0.00006560529,0.00003568176,0.00003731259,0.0002113679,0.00003065249],"domain_scores_gemma":[0.9979602,0.0005932132,0.0001731441,0.00004755725,0.0007771716,0.0004486743],"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":[0.000007894187,0.00001591289,0.00003290312,0.0001338453,0.000001593482,0.00007489868,0.000007795754,0.00002097119,0.00004076561,0.00007929042,0.9644176,0.03516663],"study_design_scores_gemma":[0.00001386146,0.00001819492,0.0003439646,0.0006344935,0.000005126751,0.001014419,0.00003182497,0.00005250374,0.00002054155,0.0003177431,0.9975383,0.000008937556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008345493,0.5105083,0.004570592,0.08074982,0.07694989,0.0009069104,0.003453813,0.003015134,0.3190109],"genre_scores_gemma":[0.003251038,0.2713332,0.00588823,0.0469192,0.03379493,0.0007506662,0.003362259,0.0004745526,0.6342258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1717915,"threshold_uncertainty_score":0.5746997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282704820074422,"score_gpt":0.2899790671807407,"score_spread":0.2571520189799965,"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."}}