{"id":"W2325804834","doi":"10.4187/respcare.01270","title":"Book Review: Pulmonary Pathophysiology: A Clinical Approach, 3rd edition. Juzar Ali MD, Warren R Summer MD, and Michael G Levitzky PhD. New York: McGraw-Hill. 2010. Soft cover, 304 pages, $46.95.","year":2011,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cover (algebra); Classics; Gerontology; Library science; Art history; History; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006286601,0.0005975493,0.001282324,0.000135304,0.0002808305,0.00002160327,0.0003244792,0.0005499495,0.0008987749],"category_scores_gemma":[0.0004640288,0.0004645369,0.0005063717,0.0002840754,0.0004896775,0.0002830567,0.0002896886,0.0009766915,0.0005800668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200152,"about_ca_system_score_gemma":0.0006610297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100508,"about_ca_topic_score_gemma":0.000004042491,"domain_scores_codex":[0.995516,0.0007675912,0.0009256785,0.001223961,0.0007026671,0.0008640979],"domain_scores_gemma":[0.9965594,0.0002107413,0.0002826461,0.001218626,0.0003853635,0.001343186],"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":[0.0006412201,0.0007401551,0.008386267,0.0009757841,0.0002739137,0.002611849,0.00006355884,1.956287e-7,0.002115832,0.000004197814,0.9615673,0.02261976],"study_design_scores_gemma":[0.002921075,0.001398311,0.01541148,0.001012118,0.0005302105,0.0002178763,0.0001717759,0.00001298596,0.000312507,0.00004104926,0.9774576,0.0005129448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005364197,0.989243,0.00002546369,0.000527884,0.0005015534,0.00182696,0.0003407013,0.0001604607,0.002009763],"genre_scores_gemma":[0.01417129,0.8464682,0.0009485837,0.1264156,0.003273709,0.0004979439,0.002093967,0.0002563581,0.005874323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1427748,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262776400747094,"score_gpt":0.3242996356901525,"score_spread":0.1980219956154431,"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."}}