{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008603651,0.0002206326,0.0004471532,0.0009668786,0.001626463,0.00157299,0.0003975641,0.001085034,0.003707908],"category_scores_gemma":[0.01587427,0.0004807317,0.0006252606,0.00113152,0.000712058,0.001405789,0.001098796,0.001243769,0.0005390096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288526,"about_ca_system_score_gemma":0.002189624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009260236,"about_ca_topic_score_gemma":0.01002927,"domain_scores_codex":[0.9974642,0.0009281684,0.0002859016,0.0001799119,0.0006455672,0.0004962946],"domain_scores_gemma":[0.9878411,0.006041137,0.00146509,0.0002736257,0.003289067,0.001090124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004980753,0.00289368,0.6960949,0.001045713,0.00007837562,0.0009845785,0.2504356,0.0002314298,0.002024948,0.0008119342,0.005328028,0.03957278],"study_design_scores_gemma":[0.0001881129,0.003286964,0.631041,0.0003896,0.00009781221,0.000736923,0.3403475,0.001801727,0.0009652411,0.0003423012,0.02067151,0.0001312929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998095,0.00004340973,0.0002095548,0.0003310736,0.00000523555,0.0002953557,0.0001777634,0.000007122847,0.0008354642],"genre_scores_gemma":[0.9957699,0.0002013744,0.001541195,0.0006417114,0.00001075111,0.0007588689,0.0001849887,0.000007549449,0.0008835461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009260236,"threshold_uncertainty_score":0.04550099,"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."}}