{"id":"W4403627767","doi":"10.1016/j.ahr.2024.100207","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":2024,"lang":"en","type":"article","venue":"Aging and Health Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Protocol (science); Cognition; Function (biology); Quality (philosophy); Quality of life (healthcare); Psychology; Gerontology; Computer science; Medicine; Biology; Alternative medicine; Neuroscience; Psychotherapist","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":[0.02105782,0.002121356,0.002615743,0.003377639,0.008790212,0.004219391,0.00462321,0.002045861,0.0738019],"category_scores_gemma":[0.02614425,0.001870406,0.003246531,0.007236599,0.001793692,0.002171922,0.004118594,0.002961111,0.01471348],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03120658,"about_ca_system_score_gemma":0.1173576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7934076,"about_ca_topic_score_gemma":0.882341,"domain_scores_codex":[0.9910803,0.002603898,0.0008420663,0.0009633928,0.003134061,0.00137628],"domain_scores_gemma":[0.972782,0.002656165,0.002021683,0.003358844,0.0152371,0.003944306],"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":[0.02491308,0.004127296,0.03738781,0.009325403,0.0008004016,0.0004765948,0.003502978,0.001758693,0.001525246,0.007402685,0.7357796,0.1730004],"study_design_scores_gemma":[0.02181652,0.003699888,0.344667,0.00650394,0.0009453601,0.0002085037,0.003035888,0.00230309,0.001480442,0.004762102,0.6097064,0.0008708733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02859384,0.00202109,0.01022648,0.00247672,0.0006399385,0.6655664,0.2520739,0.001118779,0.03728281],"genre_scores_gemma":[0.03311158,0.001246591,0.02379148,0.00140863,0.0001600568,0.8854388,0.03995208,0.0002010086,0.01468974],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9687934,"threshold_uncertainty_score":0.4156181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5524159258436643,"score_gpt":0.5822514516799134,"score_spread":0.02983552583624915,"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."}}