{"id":"W4251178688","doi":"10.1093/ijnp/pyw044.566","title":"PT566. A survey of medication using antipsychotics in patients with dementia.","year":2016,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Dementia; Medicine; Psychiatry; Psychology; 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":[0.0003632109,0.0002246274,0.000268274,0.001400711,0.0005571027,0.0003764902,0.000260305,0.0003038951,0.004658907],"category_scores_gemma":[0.001363423,0.0002132156,0.0003256879,0.001919636,0.000137196,0.0005965693,0.0003837049,0.0003967216,0.00136898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337117,"about_ca_system_score_gemma":0.0004449486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0058389,"about_ca_topic_score_gemma":0.004766639,"domain_scores_codex":[0.9996033,0.0000760915,0.0001116415,0.00005199174,0.0001035142,0.00005342398],"domain_scores_gemma":[0.9987209,0.00008407778,0.0007226186,0.00003661402,0.0001861368,0.0002495784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003278623,0.00003457372,0.997059,0.00004486696,0.00001019369,0.0001490268,0.0001080582,0.000009386741,0.00008134972,0.000004307567,0.0005654256,0.001901152],"study_design_scores_gemma":[0.000003864735,0.0001307001,0.9977338,0.0000152569,0.000007180791,0.0008445184,0.0003345236,0.00003107593,0.00002910882,0.000005148729,0.0008617385,0.000002912816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989041,0.0006638609,0.00007894712,0.0001903864,0.00003021944,0.00009538428,0.007107162,0.0000177509,0.002775342],"genre_scores_gemma":[0.9921879,0.000727935,0.0002267193,0.0001891958,0.00004860484,0.0001414685,0.00469407,0.000004885726,0.001779237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0058389,"threshold_uncertainty_score":0.0155856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030178335672132,"score_gpt":0.4194867811985487,"score_spread":0.3164689476313354,"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."}}