{"id":"W3111959252","doi":"10.17161/kjm.vol13.13838","title":"Guideline Adherence in Dyspepsia Investigation and Treatment","year":2020,"lang":"en","type":"article","venue":"Kansas Journal of Medicine","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Ambulatory; Internal medicine; Family medicine; Alternative medicine; MEDLINE; Pathology","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":[0.02817238,0.0001942289,0.0005614897,0.001651375,0.0007532319,0.001944516,0.001226491,0.001344127,0.005587407],"category_scores_gemma":[0.1180798,0.0002200283,0.0007021543,0.002698456,0.0006928008,0.001364574,0.001814863,0.001616919,0.0007703878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002582433,"about_ca_system_score_gemma":0.0069854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01816157,"about_ca_topic_score_gemma":0.01758646,"domain_scores_codex":[0.9516027,0.02617195,0.007274208,0.001742145,0.01185858,0.001350383],"domain_scores_gemma":[0.9035144,0.04362813,0.03145696,0.003674271,0.01464786,0.00307839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001265763,0.0005635637,0.4411611,0.002941285,0.0003141181,0.0001792751,0.001496427,0.0005322949,0.0001547618,0.003087654,0.04395092,0.505492],"study_design_scores_gemma":[0.0001581366,0.0006716663,0.8694873,0.01270914,0.0003037215,0.0009835695,0.001985009,0.002547576,0.0005023055,0.005157411,0.1054249,0.00006910085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3920411,0.08818175,0.01946097,0.2333642,0.003138546,0.003683581,0.007900753,0.0004527454,0.2517763],"genre_scores_gemma":[0.9296236,0.01667606,0.02021146,0.02302789,0.001317645,0.00184325,0.00304456,0.00004384003,0.00421186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817238,"threshold_uncertainty_score":0.1489916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688370289791674,"score_gpt":0.3107805262967414,"score_spread":0.241943497317574,"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."}}