{"id":"W4390200037","doi":"10.1002/alz.078543","title":"French Memory Support System: A Proof‐of‐Concept Study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University; University of Ottawa; Bruyère","funders":"","keywords":"Dementia; Anxiety; Mood; Psychology; Depression (economics); Activities of daily living; Quality of life (healthcare); Everyday life; Clinical psychology; Schedule; Cognitive impairment; Gerontology; Memory impairment; Cognition; Psychiatry; Medicine; Internal medicine; Disease; Psychotherapist","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":[0.006333353,0.001005638,0.0010763,0.0004228945,0.0005988195,0.001199418,0.001156532,0.001302246,0.006699092],"category_scores_gemma":[0.003033643,0.0002125377,0.001303991,0.0002552081,0.0006337228,0.0006447987,0.0006073844,0.0008735275,0.0008999848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007550939,"about_ca_system_score_gemma":0.002475512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771043,"about_ca_topic_score_gemma":0.001977419,"domain_scores_codex":[0.9979316,0.001189352,0.00009178745,0.0001754795,0.000386667,0.0002251644],"domain_scores_gemma":[0.998702,0.0003082026,0.0002362391,0.0001189359,0.0003786586,0.000255925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05685662,0.1561187,0.01224922,0.02341432,0.004727886,0.002507103,0.003675038,0.001276535,0.1467996,0.002777636,0.02266125,0.5669361],"study_design_scores_gemma":[0.04402111,0.7479616,0.04112509,0.002607384,0.004272695,0.002394783,0.002702481,0.001491988,0.03475428,0.0008369014,0.1176574,0.0001743603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376239,0.02347221,0.00950724,0.001776236,0.0007251682,0.01764227,0.002327302,0.0001896527,0.006735871],"genre_scores_gemma":[0.9508467,0.01062234,0.01944405,0.001821518,0.0003465163,0.01101258,0.001620485,0.00002815325,0.004257598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006699092,"threshold_uncertainty_score":0.03349435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967253720090254,"score_gpt":0.3276484411043764,"score_spread":0.2879759039034739,"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."}}