{"id":"W4409430365","doi":"10.2196/67048","title":"Web-Based Education Program for Care Partners of People Living With Dementia (iGeriCare): Protocol for a Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University Medical Centre; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Preprint; Dementia; Protocol (science); Randomized controlled trial; Medicine; Gerontology; World Wide Web; Psychology; Medical education; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03089386,0.006373945,0.01260003,0.003030126,0.004298409,0.004502813,0.003956683,0.007141653,0.09581782],"category_scores_gemma":[0.02402004,0.003736435,0.005482375,0.003749148,0.003338,0.004144332,0.002346076,0.009443406,0.01352416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005814417,"about_ca_system_score_gemma":0.0180873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480265,"about_ca_topic_score_gemma":0.008134863,"domain_scores_codex":[0.98128,0.01054777,0.002139238,0.001595048,0.002238628,0.002199319],"domain_scores_gemma":[0.9885744,0.003036121,0.002302862,0.001288815,0.002915021,0.001882834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8474696,0.02898409,0.000969514,0.03645872,0.002828065,0.0003229209,0.0006734704,0.002094893,0.001779457,0.004140549,0.02524815,0.04903048],"study_design_scores_gemma":[0.9541186,0.0198902,0.001394528,0.002981252,0.0006927644,0.00004195053,0.0001845345,0.001164451,0.000474287,0.001420482,0.01756005,0.00007688713],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000833275,0.0001201956,0.0005016761,0.00007610807,0.0001302934,0.9974439,0.0005442436,0.00005391391,0.0002964573],"genre_scores_gemma":[0.0007683593,0.00006037646,0.0008032563,0.00005782784,0.00001699865,0.9980547,0.00005781554,0.00000225115,0.0001784642],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09581782,"threshold_uncertainty_score":0.3205425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08301924156889402,"score_gpt":0.5484007799631696,"score_spread":0.4653815383942756,"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."}}