{"id":"W4401979813","doi":"10.2196/56332","title":"Leveraging an Electronic Health Record Patient Portal to Help Patients Formulate Their Health Care Goals: Mixed Methods Evaluation of Pilot Interventions","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hartford Foundation for Public Giving; John A. Hartford Foundation","keywords":"Psychological intervention; Electronic health record; Patient portal; Health records; Health care; Medicine; Nursing; Medical emergency; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04067533,0.002118041,0.002259945,0.002269711,0.002015664,0.002368292,0.002940631,0.002283547,0.005701927],"category_scores_gemma":[0.04013843,0.001467247,0.002686069,0.001590181,0.00173885,0.002947232,0.002914932,0.001992775,0.0006847861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004303493,"about_ca_system_score_gemma":0.006928894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932556,"about_ca_topic_score_gemma":0.004539132,"domain_scores_codex":[0.9634101,0.02875212,0.003178637,0.001577912,0.001697462,0.001383767],"domain_scores_gemma":[0.958454,0.02999695,0.004009995,0.002947645,0.002843698,0.00174771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1100638,0.3581756,0.01367182,0.007622578,0.00173082,0.0002146589,0.01486986,0.002225094,0.001973032,0.0008098761,0.001994182,0.4866488],"study_design_scores_gemma":[0.2184659,0.7152086,0.03482133,0.001778685,0.002663627,0.00009743462,0.008656397,0.006092305,0.004834767,0.001475939,0.005599792,0.000305191],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871005,0.0005284169,0.005504435,0.0004094073,0.0001200508,0.1033325,0.0007571605,0.0003125638,0.001934872],"genre_scores_gemma":[0.6146798,0.001249265,0.06660019,0.0006683572,0.0002014681,0.3141933,0.0006516835,0.00006786238,0.001688202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04067533,"threshold_uncertainty_score":0.2151142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2223489325549237,"score_gpt":0.5617408723167039,"score_spread":0.3393919397617802,"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."}}