{"id":"W4244278973","doi":"10.2196/preprints.21264","title":"Barriers and Facilitators to Implementing Web-Based Dementia Caregiver Education From the Clinician’s Perspective: Qualitative Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dementia; Psychological intervention; Psychology; Nursing; Grounded theory; Intervention (counseling); Qualitative research; Family caregivers; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0158602,0.0004283366,0.000748443,0.001171234,0.006864165,0.002772315,0.001630326,0.002021164,0.003594031],"category_scores_gemma":[0.02418939,0.0008684571,0.0006254683,0.001536279,0.004202178,0.002619325,0.003227708,0.002119046,0.0004741968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006882011,"about_ca_system_score_gemma":0.01481155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02195819,"about_ca_topic_score_gemma":0.03059551,"domain_scores_codex":[0.9906484,0.006278657,0.0005016376,0.0004812641,0.0006318032,0.001458185],"domain_scores_gemma":[0.9686791,0.02359826,0.001872566,0.0005415065,0.00303407,0.002274475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005504773,0.0001565594,0.005117218,0.0005219883,0.00000721961,0.001127897,0.9845269,0.00003962528,0.0008229995,0.0005927954,0.0009669096,0.006064961],"study_design_scores_gemma":[0.00001574092,0.00008545931,0.001887168,0.0006571818,0.000007017256,0.0003136809,0.9910638,0.00006610923,0.0003707766,0.0001270449,0.0053909,0.00001508967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840391,0.001360022,0.00293237,0.006164513,0.0001136968,0.001147789,0.0003018223,0.00002795664,0.003912786],"genre_scores_gemma":[0.9874352,0.001716894,0.002400388,0.003461214,0.00003087324,0.001875906,0.0001025926,0.00002125415,0.002955662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02195819,"threshold_uncertainty_score":0.08387774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208906783665673,"score_gpt":0.5243586128482457,"score_spread":0.3154518291825728,"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."}}