{"id":"W2791007750","doi":"10.1017/s1041610218000042","title":"Dementia clinical trial implications of mild behavioral impairment","year":2018,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Douglas Mental Health University Institute; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Neurology; Medicine; Alzheimer's disease; Clinical trial; Gerontology; Healthcare delivery; Disease; Psychiatry; Psychology; Health care; Political science; 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":[0.01957637,0.0004969001,0.00142892,0.0006152681,0.001684995,0.00254287,0.001827263,0.01766189,0.01823462],"category_scores_gemma":[0.1089322,0.0003231203,0.00141257,0.000802418,0.001560585,0.002516205,0.001105705,0.01169753,0.005830912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003177416,"about_ca_system_score_gemma":0.004761936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635688,"about_ca_topic_score_gemma":0.005929403,"domain_scores_codex":[0.9847203,0.01133107,0.001337996,0.0005805252,0.001502245,0.0005279054],"domain_scores_gemma":[0.9190904,0.06330049,0.004508812,0.001850186,0.005888231,0.005361952],"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":[0.004624286,0.0002023258,0.001756012,0.001708762,0.0002253274,0.001623733,0.0001761609,0.0001213534,0.0002802481,0.008816766,0.8313513,0.1491136],"study_design_scores_gemma":[0.01752731,0.0023871,0.006234003,0.008360359,0.0007184978,0.002478324,0.0003001012,0.001261476,0.0004619744,0.04809573,0.9120637,0.0001114113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001612914,0.01752325,0.0001808347,0.9436391,0.02010302,0.000180455,0.0004897036,0.00005976607,0.01621103],"genre_scores_gemma":[0.03434954,0.009151495,0.0008948456,0.8916569,0.05597732,0.0007454011,0.0003216404,0.00003294411,0.006869895],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01957637,"threshold_uncertainty_score":0.103531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005449071061592,"score_gpt":0.4725044841807505,"score_spread":0.3719595770745913,"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."}}