{"id":"W4410957142","doi":"10.2196/71513","title":"Online Peer Support for Long-Term Conditions: Protocol for a Feasibility Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Preprint; Protocol (science); Randomized controlled trial; Peer review; Term (time); Peer support; Medicine; Computer science; Psychology; World Wide Web; Alternative medicine; Nursing; Surgery","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":[0.0546268,0.006603574,0.0113501,0.003714061,0.005032603,0.006162208,0.004461958,0.008654448,0.1330729],"category_scores_gemma":[0.04279045,0.004875083,0.005725261,0.004805778,0.004678155,0.005980404,0.003144868,0.01153729,0.02078662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007041416,"about_ca_system_score_gemma":0.02504898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223109,"about_ca_topic_score_gemma":0.007679373,"domain_scores_codex":[0.9707402,0.01748968,0.003138559,0.002116737,0.003597079,0.002917655],"domain_scores_gemma":[0.9803492,0.005959566,0.003699334,0.002639924,0.00459806,0.002753952],"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":[0.7377292,0.03812678,0.001504895,0.07129283,0.003261701,0.0007572645,0.001646478,0.003608274,0.002753094,0.01057885,0.05261109,0.07612962],"study_design_scores_gemma":[0.903705,0.02839972,0.002297766,0.008868415,0.0009071618,0.0001059365,0.0004860311,0.001881696,0.0008223842,0.004822697,0.04752358,0.0001796091],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003345535,0.00007015137,0.0004291739,0.00006901156,0.0001008631,0.9984605,0.0003238725,0.00003065712,0.0001812406],"genre_scores_gemma":[0.0004035011,0.00004667699,0.0007634804,0.00006103563,0.00001788668,0.9985327,0.00004166085,0.000001937338,0.0001311552],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1330729,"threshold_uncertainty_score":0.4451733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3751388598996267,"score_gpt":0.6884376275698973,"score_spread":0.3132987676702707,"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."}}