{"id":"W2102761626","doi":"10.1002/gps.2028","title":"A predictive depression pattern in mild cognitive impairment","year":2008,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Université de Montréal; Université Laval; Institut Universitaire de Gériatrie de Montréal; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Cognitive impairment; Psychology; Cognition; Cognitive disorder; Clinical psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000335851,0.0002931014,0.0002761758,0.0006805942,0.000371183,0.0004099358,0.0002791005,0.0004348479,0.001389336],"category_scores_gemma":[0.002950243,0.0001679367,0.0002125267,0.0004899237,0.0002845546,0.0002498888,0.0002800403,0.0004610239,0.0002757354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021062,"about_ca_system_score_gemma":0.0002281942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909814,"about_ca_topic_score_gemma":0.003987202,"domain_scores_codex":[0.9998054,0.00004300633,0.00003030078,0.00003794101,0.0000499043,0.00003351944],"domain_scores_gemma":[0.9987397,0.0002461072,0.000572081,0.00004624909,0.0001521798,0.0002437227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063302,0.00002023959,0.9984382,0.000004351165,0.00001090456,0.0001273214,0.00001613673,0.00002274696,0.0001914455,0.000004922274,0.00003757377,0.001019871],"study_design_scores_gemma":[0.00000506886,0.00009437435,0.9987969,0.000002908526,0.00001006626,0.0007842131,0.00003992934,0.0001594831,0.00005304483,0.00001695169,0.00003529281,0.000001810311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993531,0.0001901751,0.00004484326,0.00003615859,0.000004111132,0.000007671213,0.00007474393,0.00000309969,0.000285995],"genre_scores_gemma":[0.9997991,0.00002931841,0.00004005224,0.000009965142,0.000007205386,0.000002549001,0.00006432467,4.636102e-7,0.00004702836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002909814,"threshold_uncertainty_score":0.005785823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330259077331646,"score_gpt":0.3165866473982668,"score_spread":0.3032840566249503,"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."}}