{"id":"W4404654680","doi":"10.2196/59301","title":"Guidelines for Patient-Centered Documentation in the Era of Open Notes: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Documentation; Computer science; World Wide Web; Operating system","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":[0.005940116,0.00009975464,0.0002337308,0.00009998462,0.0001559751,0.00002783726,0.0003888042,0.0001189184,0.0003926613],"category_scores_gemma":[0.004403216,0.00006465717,0.00003597189,0.0004179859,0.00002765299,0.000236494,0.00005826529,0.0005385304,0.00004361988],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480931,"about_ca_system_score_gemma":0.006257143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994245,"about_ca_topic_score_gemma":0.002689315,"domain_scores_codex":[0.9952133,0.002407611,0.001289638,0.0002581327,0.0005376693,0.000293684],"domain_scores_gemma":[0.9961498,0.002832967,0.0002496085,0.0002355081,0.0004338121,0.0000983478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000095363,0.001033898,0.001923347,0.001095273,0.00002283896,5.340192e-7,0.7296344,2.490937e-7,0.000014847,0.004264867,0.1290572,0.1328571],"study_design_scores_gemma":[0.001537503,0.0009063696,0.002842118,0.003116969,0.0000194145,0.000001326223,0.9131628,0.0006288385,0.000006713001,0.004170067,0.07349119,0.0001167246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880528,0.0008720198,0.0006476332,0.09181609,0.003266313,0.01450297,0.00001872754,0.0000355359,0.0007878708],"genre_scores_gemma":[0.9808705,0.00003695586,0.0003749688,0.006078935,0.0004894941,0.01174411,0.0001057369,0.00001813374,0.0002811143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835284,"threshold_uncertainty_score":0.9993765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176736270109804,"score_gpt":0.6537310790205058,"score_spread":0.4360574520095254,"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."}}