{"id":"W4406218496","doi":"10.1002/alz.091095","title":"24 hour behaviors and dementia risk","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Dementia; Psychology; 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":[0.000340777,0.0002809991,0.00024644,0.001110292,0.0002745319,0.0005494488,0.000332688,0.0003096693,0.004169617],"category_scores_gemma":[0.00186912,0.0001528507,0.0004721743,0.001524527,0.0001698645,0.0001993079,0.0004116516,0.0003604567,0.0004790793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446754,"about_ca_system_score_gemma":0.0002287447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889696,"about_ca_topic_score_gemma":0.01497681,"domain_scores_codex":[0.9996324,0.0001041772,0.00005252772,0.00008912867,0.00006740211,0.00005427903],"domain_scores_gemma":[0.9985213,0.0002279551,0.0007959617,0.00008592944,0.0001411483,0.0002276596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278432,0.00003145987,0.9958532,0.00004328844,0.0001197382,0.00003282719,0.00006517903,0.00006407147,0.0001157873,0.00003273749,0.0001636633,0.003350236],"study_design_scores_gemma":[0.000002073506,0.00003274314,0.9995648,0.00001047504,0.000015744,0.00004831924,0.00003436128,0.00006923702,0.00002730503,0.00002706024,0.0001662141,0.000001661788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916061,0.002130756,0.0001864241,0.0001028492,0.00001619651,0.00001369536,0.004431817,0.00001796586,0.001494175],"genre_scores_gemma":[0.997175,0.0004338746,0.000193071,0.00001661806,0.0000135931,0.00001554511,0.001626804,0.000002182561,0.0005233679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889696,"threshold_uncertainty_score":0.03757393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693408256288869,"score_gpt":0.3843005026013679,"score_spread":0.3273664200384792,"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."}}