{"id":"W4319460339","doi":"10.2196/42572","title":"Designing and Developing an eHealth Program for Patients With Persistent Physical Symptoms: Usability Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"TrygFonden; Innovationsfonden","keywords":"eHealth; Usability; Computer science; World Wide Web; Medicine; Human–computer interaction; Health care; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000886476,0.000179769,0.0002837238,0.00008506703,0.0002522542,0.00003789393,0.00005627696,0.00003092075,0.000003844246],"category_scores_gemma":[0.00001459951,0.0001188435,0.00005907045,0.0001756097,0.00005817059,0.00009445148,0.00002219134,0.00006113982,0.000002481779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008580781,"about_ca_system_score_gemma":0.00003770711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002039783,"about_ca_topic_score_gemma":0.000015642,"domain_scores_codex":[0.9989165,0.00003644658,0.000163178,0.0003463491,0.0002486882,0.0002888209],"domain_scores_gemma":[0.9994373,0.00005368912,0.00006554258,0.0002137931,0.00007054264,0.0001591345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008743395,0.004040924,0.9798072,0.0001502668,0.0001881373,0.000001229139,0.01117288,3.8992e-7,0.000007889486,0.0000233907,0.000017159,0.00450311],"study_design_scores_gemma":[0.003789229,0.00988578,0.9798302,0.0001348721,0.00007963563,2.691491e-7,0.005873161,0.00006845241,0.000009030153,0.0001332548,0.00005464736,0.000141443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951943,0.000002772898,0.00001550037,0.00002745806,0.00003226051,0.004462429,0.000008522618,0.0002017039,0.00005504599],"genre_scores_gemma":[0.9987793,3.88325e-7,0.0003539793,0.00001925191,0.00002344512,0.0006128049,0.0001422234,0.0000276047,0.00004100887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005844855,"threshold_uncertainty_score":0.4846298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609202452626876,"score_gpt":0.3647205163989859,"score_spread":0.3186284918727171,"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."}}