{"id":"W4313335694","doi":"10.2196/42151","title":"The Usability of Homelab, a Digital Self-service at a Dutch General Practice, for Diagnostic Tests: Pilot Study With a Questionnaire","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; eHealth; Workload; Test (biology); Referral; General practice; Medicine; System usability scale; Service (business); Family medicine; Health care; Computer-assisted web interviewing; Medical education; Nursing; Computer science; Web usability","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":[0.009141768,0.0004340895,0.0005820331,0.000987806,0.0006603578,0.0009399041,0.0004767651,0.0007159243,0.002194617],"category_scores_gemma":[0.01790082,0.0004571381,0.0008906972,0.0007505869,0.0007750279,0.0009876225,0.0008088224,0.0005710538,0.0004114269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308334,"about_ca_system_score_gemma":0.001046364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174059,"about_ca_topic_score_gemma":0.008959238,"domain_scores_codex":[0.9954374,0.002603739,0.0005220331,0.0003202908,0.0006849649,0.0004315599],"domain_scores_gemma":[0.9847869,0.009476208,0.001522642,0.0005063689,0.002293136,0.001414791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002990884,0.01810571,0.7504976,0.001736059,0.0002789402,0.002532318,0.1137315,0.0007718477,0.008961163,0.0001369119,0.003090981,0.09716595],"study_design_scores_gemma":[0.0006210663,0.03054507,0.9257503,0.0001451808,0.000132919,0.0009224115,0.03393532,0.002139922,0.001098391,0.00004569973,0.004557467,0.0001062444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990627,0.00003563266,0.0001508411,0.00003035466,0.000003548614,0.0002818701,0.00008374303,0.000004463473,0.0003468675],"genre_scores_gemma":[0.9970922,0.000117017,0.001302093,0.00009672538,0.00001212803,0.0005611979,0.0001670167,0.000009067209,0.0006424748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009141768,"threshold_uncertainty_score":0.04834688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08887427216869351,"score_gpt":0.5118702048450886,"score_spread":0.4229959326763951,"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."}}