{"id":"W4362497552","doi":"10.3410/f.742197318.793598166","title":"Faculty Opinions recommendation of Revascularization for renovascular disease: A scientific statement from the american heart association.","year":2023,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Statement (logic); Revascularization; Medicine; Cardiology; Internal medicine; Association (psychology); Psychology; Myocardial infarction; Philosophy; Linguistics","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":[0.001798486,0.001869909,0.001639231,0.00284207,0.0006240044,0.003012435,0.002494411,0.002778308,0.07113252],"category_scores_gemma":[0.01335752,0.0005973516,0.001743441,0.004377868,0.0004048815,0.001330259,0.001596162,0.00197602,0.09240329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693217,"about_ca_system_score_gemma":0.004066037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02232339,"about_ca_topic_score_gemma":0.05841224,"domain_scores_codex":[0.9981476,0.0003116046,0.0002774893,0.0004786481,0.0005773345,0.0002073981],"domain_scores_gemma":[0.9945675,0.001546682,0.0007155963,0.0009818302,0.001532203,0.0006562147],"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":[0.00006057004,0.00001356174,0.0008607566,0.0004323238,0.00003159903,0.00001209106,0.000005143864,0.00008854751,0.00004566236,0.0001581729,0.9961868,0.002104859],"study_design_scores_gemma":[0.0004218408,0.00002204818,0.005732536,0.0005246995,0.00007499852,0.00009679555,0.00002636055,0.0005459967,0.0003262448,0.001071017,0.9911284,0.00002905285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001311333,0.0001519868,0.00007326801,0.0002443739,0.00006657159,0.0000140266,0.9978163,0.0002440882,0.001258213],"genre_scores_gemma":[0.0005510726,0.0001538146,0.0003332267,0.0002118681,0.00003082979,0.00004364169,0.9972626,0.00006350694,0.001349522],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07113252,"threshold_uncertainty_score":0.2379619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740356239689795,"score_gpt":0.3786376170673786,"score_spread":0.3312340546704806,"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."}}