{"id":"W3125917512","doi":"10.2196/24965","title":"Family Caregiver Needs and Preferences for Virtual Training to Manage Behavioral and Psychological Symptoms of Dementia: Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Dementia; Family caregivers; Caregiver stress; Psychology; Medical prescription; Telehealth; Clinical psychology; Health care; Psychiatry; Medicine; Nursing; Telemedicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005318942,0.0004839136,0.0004835593,0.001215749,0.003888179,0.001024936,0.0004152946,0.0006297097,0.002002182],"category_scores_gemma":[0.009533808,0.0006026714,0.0006589884,0.0009984148,0.000880243,0.001224506,0.001821876,0.001164573,0.0003348789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974475,"about_ca_system_score_gemma":0.002965979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196627,"about_ca_topic_score_gemma":0.01948496,"domain_scores_codex":[0.9981915,0.0009480941,0.0001953637,0.0001369066,0.0001107139,0.0004173554],"domain_scores_gemma":[0.9958733,0.001679009,0.0007319843,0.0001576927,0.0009631244,0.000594817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000331276,0.001321127,0.2949879,0.0003933504,0.00003739971,0.002086839,0.6735655,0.0001427646,0.001677558,0.000238638,0.002099334,0.02311832],"study_design_scores_gemma":[0.00005549373,0.001164624,0.1443257,0.0002349288,0.00003486028,0.001063637,0.8443986,0.0003371257,0.0008315027,0.000165722,0.007336002,0.00005187113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985057,0.0001283634,0.0002667233,0.0001239592,0.000005311847,0.0002305233,0.0001610934,0.000002925078,0.0005754069],"genre_scores_gemma":[0.9958766,0.0005321993,0.001087805,0.0003280285,0.00001205751,0.00105609,0.0002863984,0.000004624051,0.0008161876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196627,"threshold_uncertainty_score":0.02812958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201977249260319,"score_gpt":0.416215981195664,"score_spread":0.2960182562696321,"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."}}