{"id":"W4200433597","doi":"10.3389/fpsyt.2021.744806","title":"A Biopsychosocial-Ecological Framework for Family-Framed Dementia Care","year":2021,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biopsychosocial model; Dementia; Psychology; Ecology; Medicine; Psychiatry; Gerontology; Biology; 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":[0.004755579,0.0007502629,0.0003628462,0.003140038,0.004740167,0.00391804,0.001928725,0.001885601,0.002600312],"category_scores_gemma":[0.002830568,0.0002139673,0.0006169463,0.001659716,0.01918621,0.003978578,0.003697524,0.002564593,0.0002433495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115455,"about_ca_system_score_gemma":0.01431892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03245549,"about_ca_topic_score_gemma":0.03827115,"domain_scores_codex":[0.9955342,0.003140504,0.0001402178,0.0002999128,0.0005565101,0.0003285853],"domain_scores_gemma":[0.9986392,0.0004796794,0.0001754628,0.00007943414,0.0002599937,0.0003662385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001140256,0.00007916169,0.003097593,0.0001189117,0.00001796443,0.0004962981,0.01936915,0.002044413,0.0001283866,0.9566408,0.002477265,0.01551867],"study_design_scores_gemma":[0.00002318418,0.00007565287,0.006035839,0.0003967769,0.00002168705,0.0007315293,0.01652025,0.004939952,0.00008372818,0.9128613,0.05826953,0.00004067682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.08118702,0.014993,0.4442197,0.1179033,0.001041843,0.001561039,0.0004187409,0.0003461736,0.3383292],"genre_scores_gemma":[0.8976262,0.005677883,0.08443031,0.0044122,0.0002864328,0.00101245,0.0001472747,0.00003621822,0.006371085],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03245549,"threshold_uncertainty_score":0.08376884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285537570519046,"score_gpt":0.3917939190820137,"score_spread":0.3589385433768232,"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."}}