{"id":"W2897142691","doi":"10.1016/j.jalz.2018.06.1920","title":"P3‐554: PROFILE OF MILD BEHAVIOURAL IMPAIRMENT IN A POPULATION‐BASED SAMPLE OF ADULTS AGED 50 AND OVER: INITIAL FINDINGS FROM THE PROTECT STUDY","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Checklist; Dementia; Mood; Psychology; Clinical psychology; Anxiety; Cognitive impairment; Psychosis; Population; Cognition; Psychiatry; Medicine; Internal medicine; Disease","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":[0.001297184,0.0003375977,0.0005404047,0.001061984,0.0006702128,0.0007342436,0.0005523451,0.0007784524,0.001454338],"category_scores_gemma":[0.003020999,0.0003008211,0.0007623465,0.001072894,0.0003807699,0.0009500441,0.001160798,0.0007774671,0.0006927137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606584,"about_ca_system_score_gemma":0.0002465441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032244,"about_ca_topic_score_gemma":0.01049561,"domain_scores_codex":[0.999267,0.0002066686,0.0001127304,0.0001315539,0.0002069362,0.00007515734],"domain_scores_gemma":[0.9990931,0.0001257659,0.0003041166,0.0001000641,0.0001777516,0.0001993409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001627441,0.00007249119,0.9972628,0.00002307779,0.00004814396,0.0001350195,0.0006273285,0.00001457029,0.0001904806,0.00001173116,0.0001537545,0.001297821],"study_design_scores_gemma":[0.000004791235,0.000110811,0.9989894,0.000004714777,0.00001318337,0.0001746654,0.0005118598,0.00002363209,0.0000181401,0.000008327907,0.0001376616,0.000002828633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976491,0.000149769,0.00006723504,0.00007683002,0.000007812521,0.00004721616,0.0009920257,0.000004939815,0.001005002],"genre_scores_gemma":[0.9986261,0.0001131453,0.00007216344,0.0001044843,0.00001505484,0.0000498003,0.0006885087,0.000002897448,0.0003278249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032244,"threshold_uncertainty_score":0.02052474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153690597378899,"score_gpt":0.3364448469084654,"score_spread":0.2949079409346764,"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."}}