{"id":"W4406103505","doi":"10.2196/66708","title":"Identifying, Engaging, and Supporting Care Partners in Clinical Settings: Protocol for a Patient Portal–Based Intervention","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Intervention (counseling); Medicine; Medical education; Nursing; Psychology; Computer science; Alternative medicine; World Wide Web","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":[0.04461271,0.004033424,0.004471699,0.003327377,0.007863021,0.003938668,0.004274308,0.006268262,0.07458959],"category_scores_gemma":[0.03251124,0.003547117,0.00382763,0.003064059,0.003088836,0.003748826,0.004743428,0.00916181,0.01404436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008896332,"about_ca_system_score_gemma":0.03732669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006232576,"about_ca_topic_score_gemma":0.01235831,"domain_scores_codex":[0.9730685,0.01629097,0.004323711,0.001661886,0.001860124,0.002794686],"domain_scores_gemma":[0.9749785,0.006214503,0.00288892,0.003151642,0.009094491,0.003671932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1443314,0.1609646,0.01114603,0.06366468,0.001093004,0.003448108,0.02247352,0.01130638,0.009197312,0.01825627,0.1355971,0.4185217],"study_design_scores_gemma":[0.3957587,0.08300415,0.03560475,0.02873138,0.0008886619,0.0006572722,0.01665821,0.008511845,0.007849152,0.0160241,0.4052843,0.001027402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006571846,0.00002666379,0.0008025035,0.00006804468,0.000050997,0.9976953,0.0002889554,0.00002421363,0.0003861248],"genre_scores_gemma":[0.0003962585,0.00003048273,0.001705496,0.00004481247,0.000005870409,0.9976391,0.00005700808,0.000001731296,0.0001193627],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07458959,"threshold_uncertainty_score":0.249527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4505913647757234,"score_gpt":0.7474605836370901,"score_spread":0.2968692188613667,"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."}}