{"id":"W4365799213","doi":"10.2196/42843","title":"Consumers’ Needs for Laboratory Results Portals: Questionnaire Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; University of Victoria","funders":"","keywords":"Usability; CLARITY; Empowerment; Patient portal; Descriptive statistics; Health care; Psychology; Medicine; World Wide Web; Nursing; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002879787,0.0002967436,0.0005264246,0.0006144567,0.001773482,0.00002083451,0.0003135265,0.0003434806,0.0001139403],"category_scores_gemma":[0.000741065,0.0002645991,0.00009554664,0.001174125,0.00006024007,0.0001628134,0.00008316954,0.0007775996,0.0007764915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722103,"about_ca_system_score_gemma":0.001081299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008150147,"about_ca_topic_score_gemma":0.002921092,"domain_scores_codex":[0.9955074,0.001008397,0.001314716,0.0004785989,0.0004447989,0.001246156],"domain_scores_gemma":[0.9970661,0.000932317,0.000547686,0.0006771034,0.0004234614,0.000353274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000884408,0.0002102621,0.7986142,0.0006708524,0.00008599037,0.000009869547,0.04157092,0.000001109653,0.0003116851,0.001232081,0.1569694,0.0002352186],"study_design_scores_gemma":[0.00382775,0.001045915,0.7509463,0.00041764,0.00003391807,3.009431e-7,0.05770975,0.00001821089,0.00003561722,0.00019465,0.1853253,0.0004445956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877899,0.0000776466,0.000007952797,0.0004595186,0.001885147,0.006853594,0.0002984823,0.001134245,0.001493466],"genre_scores_gemma":[0.9845334,0.000006240091,0.000005213179,0.0002208409,0.0004526534,0.002626817,0.0002425664,0.00009241084,0.01181981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04766788,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359755736110457,"score_gpt":0.50511537849769,"score_spread":0.3691398048866442,"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."}}