{"id":"W4411053745","doi":"10.2196/69253","title":"Feasibility and Effectiveness of an Urgent Care–Community Partnership to Reduce Disparities in Patient Portal Uptake: Quality Improvement Project","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient portal; Medicine; Referral; General partnership; Health care; Medical education; Phone; Scale (ratio); Nursing; Family medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01905487,0.0002047399,0.001079345,0.000340833,0.0002596499,0.000003419797,0.0002111481,0.0001549677,0.00002272192],"category_scores_gemma":[0.005396046,0.0001515947,0.00006494434,0.0004008129,0.0001689651,0.0001341327,0.0001043259,0.001322944,5.905747e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200768,"about_ca_system_score_gemma":0.00334636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866155,"about_ca_topic_score_gemma":0.006183746,"domain_scores_codex":[0.9865702,0.009405524,0.002651475,0.0002237541,0.0005289793,0.0006200265],"domain_scores_gemma":[0.9957201,0.001702647,0.0008643894,0.0005132327,0.0006413309,0.0005582304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00402685,0.001057689,0.9031489,0.01537072,0.0001202712,0.00003263853,0.05732709,0.00003756546,0.008805311,0.001721984,0.0005569604,0.00779396],"study_design_scores_gemma":[0.003595574,0.004494349,0.9264401,0.005033828,0.00008165295,0.000005597926,0.0576969,0.00003501062,0.001534107,0.0003519549,0.0005950598,0.0001358616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943272,0.00165605,0.0000369021,0.0005370289,0.0009507815,0.002165218,0.000009013533,0.00001259893,0.0003051759],"genre_scores_gemma":[0.9990076,0.00004146116,0.00004352586,0.0005224344,0.0001321535,0.0002179419,0.000004092542,0.00001339595,0.00001739671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02329114,"threshold_uncertainty_score":0.9979399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2775957429335837,"score_gpt":0.5601328742908157,"score_spread":0.282537131357232,"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."}}