{"id":"W2258387567","doi":"10.2196/resprot.4467","title":"A Multicenter Prospective Study to Investigate the Diagnostic Accuracy of the SeHCAT Test in Measuring Bile Acid Malabsorption: Research Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bile acid malabsorption; Protocol (science); Medicine; Test (biology); Malabsorption; Bile acid; Internal medicine; Computer science; Alternative medicine; Pathology","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":[0.03698469,0.004962751,0.004365108,0.001685077,0.003817982,0.002088196,0.003394223,0.004168803,0.01595621],"category_scores_gemma":[0.02791621,0.00267711,0.002956817,0.002753279,0.002668836,0.003362987,0.001916392,0.002535602,0.006277082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123191,"about_ca_system_score_gemma":0.01363428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002871532,"about_ca_topic_score_gemma":0.00339013,"domain_scores_codex":[0.9770607,0.01588363,0.002189102,0.001938061,0.001453828,0.001474713],"domain_scores_gemma":[0.9749435,0.004824511,0.005560697,0.005305829,0.006050571,0.003314943],"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":[0.7548423,0.04999631,0.1339959,0.005644396,0.003171466,0.0008328701,0.0008561059,0.002278218,0.003669684,0.001654849,0.01392724,0.02913073],"study_design_scores_gemma":[0.5218347,0.2832983,0.1576846,0.001072035,0.002247619,0.0005375537,0.0005207313,0.003266458,0.002325478,0.001477416,0.0254415,0.0002936041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0957998,0.0007381862,0.005747874,0.0004435684,0.0002538079,0.8849223,0.008913679,0.0001659368,0.003014786],"genre_scores_gemma":[0.06881494,0.000229722,0.009609399,0.0009058759,0.0001463465,0.914485,0.004726127,0.00002388303,0.001058803],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03698469,"threshold_uncertainty_score":0.195596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2959113408899376,"score_gpt":0.5334466776438685,"score_spread":0.2375353367539309,"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."}}