{"id":"W4389924232","doi":"10.1101/2023.12.16.23300094","title":"The Canadian platform for research online to investigate health, quality of life, cognition, behaviour, function, and caregiving in aging (CAN-PROTECT): study protocol, platform description, and preliminary analyses","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Cognition; Gerontology; Quality of life (healthcare); Psychological resilience; Longitudinal study; Cognitive decline; Psychology; Cohort; Public health; Cohort study; Clinical psychology; Medicine; Disease; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03610771,0.002966808,0.00317078,0.003892918,0.01078031,0.004841594,0.005397974,0.002401563,0.0559625],"category_scores_gemma":[0.03611468,0.00241511,0.004052977,0.009201186,0.002571997,0.001985793,0.003755328,0.003287761,0.0102967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04373755,"about_ca_system_score_gemma":0.1680921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7520194,"about_ca_topic_score_gemma":0.8412186,"domain_scores_codex":[0.9837989,0.00497086,0.001781917,0.001584594,0.005328756,0.002534976],"domain_scores_gemma":[0.9646613,0.003891767,0.003008845,0.004214353,0.02020194,0.004021732],"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":[0.06462023,0.01051843,0.05557448,0.02375566,0.001825904,0.0009072614,0.007095498,0.00422638,0.002728509,0.01418858,0.5531303,0.2614289],"study_design_scores_gemma":[0.05125624,0.007870356,0.3746592,0.01015626,0.001765338,0.0002266512,0.004150615,0.003460114,0.002456781,0.006157081,0.536767,0.001074367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01623326,0.001037696,0.005974877,0.001029878,0.0003146979,0.8824539,0.08000642,0.0004709403,0.01247837],"genre_scores_gemma":[0.01169151,0.0004416351,0.009755229,0.0004930159,0.00006167146,0.9665086,0.00815875,0.00005774902,0.002831969],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9562625,"threshold_uncertainty_score":0.498882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4016040093010252,"score_gpt":0.5062105595547639,"score_spread":0.1046065502537387,"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."}}