{"id":"W4392794145","doi":"10.2196/54128","title":"A Personalized and Interactive Web-Based Advance Care Planning Intervention for Older Adults (Koda Health): Pilot Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Preprint; Intervention (counseling); Computer science; World Wide Web; Medicine; Nursing","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":[0.004120106,0.0006699357,0.0006931594,0.0005883522,0.001221066,0.0007421513,0.0006626314,0.000855081,0.003470001],"category_scores_gemma":[0.003531328,0.0006909302,0.00073257,0.0003362874,0.0006207985,0.001182876,0.001164528,0.001215999,0.0004915089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259345,"about_ca_system_score_gemma":0.003385537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420936,"about_ca_topic_score_gemma":0.01087832,"domain_scores_codex":[0.998635,0.0006557916,0.0001133678,0.0001332771,0.0001655993,0.0002970406],"domain_scores_gemma":[0.9977244,0.0008008148,0.0002527249,0.0001718794,0.0003337093,0.0007164095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04191315,0.6049087,0.1230629,0.003517515,0.0004626503,0.00165397,0.03299979,0.0008526963,0.01149326,0.0006394191,0.004009053,0.1744867],"study_design_scores_gemma":[0.05291316,0.4693433,0.4503753,0.0004580056,0.0004178302,0.0004486755,0.01470534,0.001755516,0.001996299,0.0004715047,0.006999034,0.0001160732],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869414,0.00004135385,0.0003420697,0.0001036407,0.0000164283,0.01154403,0.0002036291,0.00002060711,0.0007868345],"genre_scores_gemma":[0.9433615,0.000333508,0.009482257,0.0004983096,0.00004178147,0.04427811,0.0004453385,0.000009623055,0.001549549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420936,"threshold_uncertainty_score":0.02178949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017660648634228,"score_gpt":0.4925180649411864,"score_spread":0.3907520000777637,"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."}}