{"id":"W2037184889","doi":"10.1177/1358863x10363514","title":"Book review: Emile R Mohler III and Alan T Hirsch, eds, 100 Questions & Answers About Peripheral Artery Disease (PAD), Jones and Bartlett Publishers: Sudbury, MA, 2010; 108 pp.: 9780763758660, US$18.95 (pbk)","year":2010,"lang":"en","type":"article","venue":"Vascular Medicine","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Peripheral; Classics; Gerontology; Art history; Internal medicine; History","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":[],"category_scores_codex":[0.0009361609,0.0007498711,0.001258722,0.0002486717,0.0003234306,0.000171731,0.0003134445,0.0002078285,0.01274525],"category_scores_gemma":[0.0005290101,0.0005763884,0.0003114009,0.0004191055,0.0009273919,0.0009538643,0.0002342503,0.0007924301,0.00009240105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001765,"about_ca_system_score_gemma":0.0001815422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317322,"about_ca_topic_score_gemma":0.0001404358,"domain_scores_codex":[0.9958131,0.0002017493,0.0008857076,0.001147599,0.001108712,0.0008431886],"domain_scores_gemma":[0.9959267,0.0000832411,0.0002099039,0.00164078,0.0002819393,0.001857475],"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":[0.0001452015,0.000285245,0.01419327,0.001573203,0.0004701912,0.0002492665,0.0002604389,0.000002959407,0.001565265,0.00004944489,0.9743629,0.006842629],"study_design_scores_gemma":[0.003985699,0.0002098255,0.144723,0.00235021,0.001590709,0.0001222823,0.0001063642,0.0003354652,0.000005288943,0.00004404972,0.846001,0.0005261177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1582433,0.7761347,0.000348684,0.05796262,0.001726491,0.003001709,0.00006237158,0.0004560281,0.002064092],"genre_scores_gemma":[0.08415796,0.5708311,0.002441389,0.2660332,0.007520236,0.001528247,0.003341571,0.0005741811,0.06357218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2080706,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128821029342742,"score_gpt":0.2568204743204843,"score_spread":0.2455322640270569,"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."}}