{"id":"W2950466417","doi":"10.2196/13738","title":"Personalized, Web-Based, Guided Self-Help for Patients With Medically Unexplained Symptoms in Primary Care: Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Twente; ZonMw","keywords":"Protocol (science); Randomized controlled trial; Medicine; Primary care; Alternative medicine; World Wide Web; Family medicine; Computer science; Internal medicine","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":[0.04555832,0.008014036,0.017384,0.003928921,0.004496834,0.005836026,0.004661783,0.008748286,0.0861756],"category_scores_gemma":[0.03665097,0.004326282,0.00779109,0.005280447,0.004455802,0.004637424,0.002817457,0.01128314,0.01392551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008367577,"about_ca_system_score_gemma":0.02075921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535681,"about_ca_topic_score_gemma":0.007592837,"domain_scores_codex":[0.9704438,0.01847557,0.003313895,0.002060576,0.002813939,0.002892159],"domain_scores_gemma":[0.9841123,0.004908874,0.003369065,0.00189039,0.0034316,0.002287778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.851616,0.01883743,0.001028336,0.05249726,0.004694521,0.000486763,0.0007612421,0.003306061,0.001983385,0.005201069,0.02268776,0.03690026],"study_design_scores_gemma":[0.9587354,0.01473755,0.0009825827,0.004253465,0.001169791,0.00005713971,0.0001527447,0.001677766,0.0004485352,0.001675955,0.01601279,0.00009624058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006885132,0.0001788167,0.0005909583,0.00009290816,0.0001657977,0.9975781,0.000407881,0.00004878792,0.0002481781],"genre_scores_gemma":[0.0007109508,0.00008140875,0.0007980585,0.00007236026,0.00002518335,0.9980939,0.00005985185,0.000002652767,0.0001556765],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0861756,"threshold_uncertainty_score":0.2882861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361442325218898,"score_gpt":0.4397166835579738,"score_spread":0.3961022603057848,"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."}}