{"id":"W4388011218","doi":"10.2196/48008","title":"Experiences of Patients With Mental Health Issues Having Web-Based Access to Their Records: National Patient Survey","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Worry; Medicine; Health care; Family medicine; Psychiatry; Psychology; Anxiety","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":[0.001600102,0.0001014088,0.000327254,0.0005571897,0.0006223815,0.0008274887,0.0002919818,0.0005142951,0.001823565],"category_scores_gemma":[0.006823435,0.0002297456,0.0003648239,0.00120031,0.0003865388,0.001016559,0.0009517164,0.0008103271,0.0002343927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982307,"about_ca_system_score_gemma":0.0006038757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006969193,"about_ca_topic_score_gemma":0.009165504,"domain_scores_codex":[0.9980977,0.0009293928,0.0002837857,0.000148031,0.0003071013,0.00023399],"domain_scores_gemma":[0.9942386,0.001496497,0.002798367,0.0001922535,0.0004379082,0.0008363976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005735612,0.0001050428,0.9921551,0.00004902851,0.0000284909,0.0001079683,0.003260297,0.00002862763,0.0001097254,0.00002397731,0.0004985178,0.003575776],"study_design_scores_gemma":[0.000009465255,0.0002510836,0.9841208,0.00005039663,0.00002238375,0.0004904178,0.01376885,0.0001460137,0.00008197822,0.00002211963,0.001022178,0.00001440982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984976,0.0001084591,0.00002885658,0.0003694305,0.000003339956,0.00001683413,0.0004385542,0.000002372853,0.0005345821],"genre_scores_gemma":[0.9990095,0.0001921209,0.00008947447,0.0002385108,0.000005176378,0.00002630805,0.0003005937,0.000001231039,0.0001371767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006969193,"threshold_uncertainty_score":0.01385725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08647777497735978,"score_gpt":0.4753104861687955,"score_spread":0.3888327111914357,"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."}}