{"id":"W4312086478","doi":"10.1002/alz.064712","title":"Non‐Pharmacologic management: Considerations for Family Caregivers","year":2022,"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":"St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Dementia; Standardization; Family caregivers; Psychology; Medicine; Caregiver burden; Clinical psychology; Psychiatry; Nursing; Computer science","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":[0.00742923,0.0005860612,0.001167922,0.0007539084,0.002987095,0.003096641,0.001280877,0.003333555,0.009838976],"category_scores_gemma":[0.03429842,0.000228508,0.0008116266,0.000456283,0.001016675,0.003314396,0.002486698,0.004495468,0.001575804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593004,"about_ca_system_score_gemma":0.008625099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744248,"about_ca_topic_score_gemma":0.008462314,"domain_scores_codex":[0.9958472,0.002721226,0.0004107221,0.0001153791,0.0006279186,0.0002776041],"domain_scores_gemma":[0.9793703,0.009912322,0.00129602,0.000536638,0.00462623,0.004258496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001819075,0.0003885494,0.01028027,0.003985118,0.00008693857,0.01143281,0.007765703,0.000495685,0.0003049115,0.006900016,0.245406,0.712772],"study_design_scores_gemma":[0.0002679944,0.0006749945,0.01646851,0.04072253,0.0002020963,0.02753413,0.04037113,0.001038321,0.0005851733,0.03804495,0.8338939,0.0001963823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02243006,0.1924721,0.01224397,0.7152516,0.008241642,0.0006005341,0.0002071906,0.0003177927,0.04823507],"genre_scores_gemma":[0.3981434,0.3138381,0.05418856,0.1934132,0.0205294,0.002908459,0.0004078572,0.0001326509,0.01643854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009838976,"threshold_uncertainty_score":0.03928995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04787706926216239,"score_gpt":0.330775063538761,"score_spread":0.2828979942765986,"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."}}