{"id":"W2897941951","doi":"10.1016/j.jalz.2018.06.1905","title":"P3‐540: CLINICIANS’ PERSPECTIVES ON BARRIERS AND ENABLERS TO OPTIMIZING PRESCRIBING IN PEOPLE WITH DEMENTIA AND COEXISTING CONDITIONS","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Dementia; Psychology; Medicine; Disease; Pathology","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":[0.02042171,0.0005554659,0.0009234643,0.00100997,0.01299628,0.006517118,0.002218008,0.005538044,0.003455608],"category_scores_gemma":[0.0464846,0.00107326,0.001019682,0.001685012,0.00900834,0.008131559,0.008101232,0.009673364,0.0004917383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006985001,"about_ca_system_score_gemma":0.01648286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665282,"about_ca_topic_score_gemma":0.02031102,"domain_scores_codex":[0.9781833,0.01526742,0.001013887,0.000856489,0.002126986,0.002551911],"domain_scores_gemma":[0.9480029,0.03321067,0.005041253,0.0008722956,0.00523824,0.007634555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004810769,0.00003914011,0.007884714,0.0003746118,0.00001668057,0.001699261,0.9729121,0.00006208539,0.0003442338,0.001883649,0.00565573,0.009079578],"study_design_scores_gemma":[0.00001159313,0.00005363656,0.00226696,0.000386836,0.00001152385,0.000938049,0.9807845,0.00008755807,0.0001173736,0.0009954341,0.01431919,0.00002724859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7620387,0.00737906,0.003258866,0.2037022,0.001547495,0.0002608364,0.0002470413,0.00006206246,0.0215038],"genre_scores_gemma":[0.9742177,0.0029635,0.00171849,0.01871639,0.0001964207,0.0001797742,0.00005004035,0.00003560731,0.001921992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02042171,"threshold_uncertainty_score":0.1080016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08955863562010527,"score_gpt":0.3779714181702081,"score_spread":0.2884127825501028,"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."}}