{"id":"W2980557792","doi":"10.1016/j.jalz.2019.06.834","title":"P1‐279: THE ROLE OF NEUROPSYCHIATRIC SYMPTOM IN PREDICTING THE CONVERSION FROM MILD COGNITIVE IMPAIRMENT TO ALZHEIMER'S DISEASE","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Irritability; Apathy; Internal medicine; Medicine; Cognitive decline; Disease; Psychology; Dementia","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":[0.0008623083,0.0005903516,0.0004388782,0.000702646,0.0004763746,0.0007808357,0.0006959192,0.0006967228,0.004267819],"category_scores_gemma":[0.004422323,0.0001522898,0.0004081003,0.0005002698,0.0003667961,0.000541392,0.000566381,0.0007975533,0.002011626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180002,"about_ca_system_score_gemma":0.0003978604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019486,"about_ca_topic_score_gemma":0.001902499,"domain_scores_codex":[0.9996654,0.0001147939,0.00003590923,0.00006753953,0.00008310943,0.00003333007],"domain_scores_gemma":[0.9980386,0.0006781715,0.0003699406,0.00007937804,0.0002754416,0.0005585271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208178,0.0002018633,0.9883803,0.00004248838,0.00008837217,0.0002617659,0.0000401557,0.0002084845,0.000585533,0.00002572488,0.0008164735,0.008140582],"study_design_scores_gemma":[0.00003999068,0.0005109933,0.9960658,0.0000164255,0.00005282966,0.0008399224,0.0001000439,0.001446413,0.0002041034,0.0001323193,0.0005821341,0.000008897695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921489,0.0009210075,0.0003346389,0.0002352627,0.00006483769,0.00005363487,0.001069575,0.00002580901,0.005146306],"genre_scores_gemma":[0.9977779,0.0002190052,0.0002956064,0.00003467773,0.00005352707,0.0000272732,0.0007657687,0.000007193686,0.0008190642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004267819,"threshold_uncertainty_score":0.01427728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216444310538579,"score_gpt":0.2733705705413975,"score_spread":0.2612061274360117,"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."}}