{"id":"W2291305067","doi":"10.2196/resprot.5142","title":"Development and Initial Evaluation of the Web-Based Self-Management Program “Partner in Balance” for Family Caregivers of People With Early Stage Dementia: An Exploratory Mixed-Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychological intervention; Family caregivers; Usability; Intervention (counseling); Psychology; Focus group; Exploratory research; Program evaluation; Self-management; Medical education; Nursing; Medicine; Applied psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00933804,0.0001646778,0.0003005092,0.0004024285,0.0001277538,0.00003915639,0.0002501319,0.00005654947,0.0000408716],"category_scores_gemma":[0.000106935,0.00009303056,0.00004343205,0.0006578139,0.0002292119,0.0002025306,0.0002172439,0.0001848602,0.000001313319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034854,"about_ca_system_score_gemma":0.001268781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001610803,"about_ca_topic_score_gemma":0.0002107604,"domain_scores_codex":[0.9943089,0.001981749,0.0004213055,0.0004500423,0.002320851,0.0005170844],"domain_scores_gemma":[0.9975533,0.000194574,0.0001360799,0.0004422414,0.001530263,0.0001434817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004015471,0.008441224,0.7300755,0.001723408,0.000358921,0.00001177409,0.004851705,0.000001968672,0.006714755,0.00006526976,0.0001523174,0.2435877],"study_design_scores_gemma":[0.03005424,0.01111275,0.907939,0.001617207,0.00006441186,3.962674e-7,0.01304664,0.0003043851,0.02856337,0.00002651531,0.00712163,0.0001495143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6397941,0.000003114304,0.0001900104,0.00004600315,0.000003697005,0.3596277,0.00000726541,0.00001781419,0.000310292],"genre_scores_gemma":[0.493858,4.917322e-7,0.004548168,0.000004163534,0.00000803231,0.5015202,0.000003250819,0.00001429511,0.00004338242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2434382,"threshold_uncertainty_score":0.3793676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159384436800219,"score_gpt":0.5421513298029157,"score_spread":0.3827668930026967,"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."}}