{"id":"W3021241070","doi":"10.1016/j.jacr.2020.01.040","title":"ACR Appropriateness Criteria® Dementia","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Appropriate Use Criteria; Medicine; Dementia; Frontotemporal dementia; Grading (engineering); Neuroimaging; Disease; Guideline; Dementia with Lewy bodies; Normal pressure hydrocephalus; Medical physics; Pathology; Psychiatry; Internal medicine","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":[0.003438565,0.001949977,0.002701764,0.009863133,0.001590632,0.00344827,0.002010582,0.002359886,0.02634601],"category_scores_gemma":[0.02412888,0.0003963308,0.002554008,0.004984887,0.0007414183,0.001469237,0.001956284,0.002965498,0.01232917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075838,"about_ca_system_score_gemma":0.006308931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007465,"about_ca_topic_score_gemma":0.01521443,"domain_scores_codex":[0.9912426,0.002018255,0.002209533,0.0004796895,0.00346008,0.0005897737],"domain_scores_gemma":[0.9834426,0.001761901,0.003593167,0.0005839869,0.009413061,0.001205299],"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":[0.0005283048,0.0001299486,0.03227906,0.001516124,0.0003071424,0.002631482,0.0001057106,0.0006060196,0.0008233701,0.006133533,0.8015746,0.1533647],"study_design_scores_gemma":[0.001046777,0.0004966938,0.1579524,0.006966799,0.0009558661,0.03137833,0.0004357697,0.004854916,0.001604677,0.02525062,0.7687622,0.0002951708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02838558,0.1039101,0.03806533,0.0342756,0.0116756,0.004392333,0.03985437,0.003951949,0.7354891],"genre_scores_gemma":[0.517203,0.06448657,0.1013659,0.04788263,0.01709426,0.007667031,0.1202559,0.001881151,0.1221635],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02634601,"threshold_uncertainty_score":0.08813614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126799540613111,"score_gpt":0.3114562426755326,"score_spread":0.2901882472694015,"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."}}