{"id":"W4297037801","doi":"10.2196/preprints.42843","title":"Consumers’ Needs for Laboratory Results Portals: Questionnaire Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; CLARITY; Empowerment; Preprint; Patient portal; Health care; Descriptive statistics; Medicine; World Wide Web; Internet privacy; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008012881,0.0001962605,0.0004028109,0.0007925784,0.001791159,0.002154167,0.0004069995,0.001429516,0.005091201],"category_scores_gemma":[0.01826448,0.0005959745,0.0006832139,0.001102447,0.0007659522,0.00240994,0.001041894,0.001428311,0.0008314691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020527,"about_ca_system_score_gemma":0.002209412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061338,"about_ca_topic_score_gemma":0.00816691,"domain_scores_codex":[0.997655,0.0008545752,0.0003412746,0.0001905072,0.000556218,0.0004023088],"domain_scores_gemma":[0.9836844,0.009089891,0.001959672,0.0003236515,0.003543402,0.001398958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004869376,0.002834907,0.5950217,0.002110624,0.00008066511,0.001357829,0.3303025,0.0002161347,0.001985075,0.0009689369,0.01520405,0.04943061],"study_design_scores_gemma":[0.000137197,0.002525667,0.515246,0.0005700096,0.00005949165,0.0006935028,0.4536554,0.0009489995,0.0006997597,0.0002769619,0.02507238,0.0001146557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969998,0.00009112271,0.0001990774,0.000957592,0.00001931946,0.0003283712,0.0002806111,0.0000117896,0.001112185],"genre_scores_gemma":[0.9929062,0.0004212028,0.001741445,0.002007314,0.00002681566,0.001035089,0.0002796975,0.00001304019,0.001568972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008012881,"threshold_uncertainty_score":0.04237664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08396120384802623,"score_gpt":0.4824112023451874,"score_spread":0.3984499984971612,"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."}}