{"id":"W4394694127","doi":"10.32920/25569648.v1","title":"The impact of informal caregiving on cognitive function and wellbeing in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Function (biology); Psychology; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006207547,0.0003205203,0.0003371589,0.0009337902,0.004389862,0.001479827,0.0008535957,0.0002863762,0.002935809],"category_scores_gemma":[0.002707711,0.0001684817,0.0004535031,0.002329372,0.0008437748,0.0003522713,0.001642976,0.000737236,0.0001436729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04563722,"about_ca_system_score_gemma":0.05884025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968134,"about_ca_topic_score_gemma":0.997978,"domain_scores_codex":[0.9991159,0.00008612504,0.00004221055,0.00006198818,0.000294019,0.0003997284],"domain_scores_gemma":[0.9974514,0.0001037595,0.0002707488,0.00004115989,0.001170811,0.0009620671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539864,0.00010498,0.9520476,0.0001443463,0.00007145148,0.0005297352,0.007639549,0.0001618342,0.0002827732,0.0005930138,0.004867438,0.03330325],"study_design_scores_gemma":[0.00001095863,0.00003866706,0.9877315,0.0001084196,0.00002342926,0.0001135228,0.008819445,0.0001500608,0.00005402074,0.00008011962,0.002849843,0.00001996624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895834,0.001762437,0.00005739483,0.00144062,0.00004848401,0.00004883455,0.001693788,0.000006080825,0.005358965],"genre_scores_gemma":[0.9971511,0.001073028,0.00007845268,0.000170666,0.000006793169,0.000014296,0.0004512399,0.000002858361,0.001051607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04563722,"threshold_uncertainty_score":0.3311228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184270413452863,"score_gpt":0.3046456127852814,"score_spread":0.2928029086507528,"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."}}