{"id":"W3083099845","doi":"10.2196/21264","title":"Barriers and Facilitators to Implementing Web-Based Dementia Caregiver Education From the Clinician’s Perspective: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Hamilton Health Sciences Foundation; Alzheimer Society; McMaster University; Hamilton Health Sciences","keywords":"Dementia; Psychological intervention; Family caregivers; Psychology; Grounded theory; Nursing; Intervention (counseling); Qualitative research; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006877913,0.0001579721,0.0002040695,0.00008120095,0.0002929159,0.00008831441,0.0001157394,0.00002273107,0.0007533024],"category_scores_gemma":[0.0003950954,0.000122449,0.00007057356,0.0003138046,0.0000679013,0.0001011722,0.0001363537,0.0002207546,0.00003957732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023028,"about_ca_system_score_gemma":0.0004157246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007019368,"about_ca_topic_score_gemma":0.00009661163,"domain_scores_codex":[0.9980738,0.0004201803,0.00025454,0.0004736613,0.0004474874,0.000330368],"domain_scores_gemma":[0.9988662,0.0002750499,0.00006499899,0.0001724266,0.0002707425,0.0003505844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001487241,0.000112669,0.7509565,0.00002648112,0.0002751882,0.000009032135,0.2366744,4.676748e-7,0.0008413794,0.0000423937,0.003591279,0.007321446],"study_design_scores_gemma":[0.001781247,0.000491136,0.3015371,0.00005244858,0.0001631735,2.848503e-7,0.6897938,0.0000860422,0.0002515494,0.00003595783,0.005695902,0.0001114271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810909,0.0002468504,0.0002561542,0.01493823,0.00006171368,0.001916509,0.00004134886,0.00005014581,0.001398169],"genre_scores_gemma":[0.9940788,0.000002400644,0.0001655174,0.005154354,0.0001562416,0.000311781,0.00002025423,0.00001781751,0.00009287334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4531193,"threshold_uncertainty_score":0.8248133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295199025075646,"score_gpt":0.4304375681996139,"score_spread":0.3974855779488574,"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."}}