{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007640171,0.001782839,0.0021991,0.004454804,0.0004427382,0.001936408,0.001480075,0.001629929,0.05157707],"category_scores_gemma":[0.004420839,0.0006880393,0.000991512,0.003104693,0.0006554948,0.002266391,0.001062053,0.003281492,0.05184206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199504,"about_ca_system_score_gemma":0.001843577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157385,"about_ca_topic_score_gemma":0.003274767,"domain_scores_codex":[0.999465,0.00008136371,0.00005877949,0.00006961158,0.0002960768,0.00002920761],"domain_scores_gemma":[0.9981412,0.0006111046,0.000209332,0.00004885719,0.00079513,0.000194475],"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":[0.00001837903,0.0000233051,0.00006535666,0.0009940462,0.0000152293,0.0001136651,0.0000212426,0.00008682421,0.0002323733,0.0004409495,0.8926649,0.1053237],"study_design_scores_gemma":[0.00001449875,0.00004165019,0.000438365,0.001535352,0.00002757834,0.002044327,0.0000272065,0.00008246565,0.00008753986,0.001054484,0.9946319,0.00001471206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002250512,0.9350207,0.00202555,0.01034558,0.03209297,0.000107631,0.0004543342,0.0002770432,0.01945106],"genre_scores_gemma":[0.002311193,0.842293,0.00346472,0.01074787,0.02987429,0.0002289319,0.001045281,0.0001688327,0.1098659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05157707,"threshold_uncertainty_score":0.1725425,"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."}}