{"id":"W101051652","doi":"10.1155/2011/701287","title":"An Evaluation of the Use of Serum 7-alpha-hydroxycholestenone as a Diagnostic Test of Bile Acid Malabsorption Causing Watery Diarrhea","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cholestyramine; Bile acid malabsorption; Gastroenterology; Diarrhea; Medicine; Malabsorption; Internal medicine; Bile acid; Receiver operating characteristic; Cholesterol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319618,0.0003846898,0.0002771713,0.0010301,0.0002124457,0.0005547079,0.0002437204,0.0004426691,0.0006374038],"category_scores_gemma":[0.005221349,0.000160729,0.0002040955,0.0005754297,0.000345727,0.0004148142,0.0002374783,0.0003782459,0.0002725846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634783,"about_ca_system_score_gemma":0.0002116885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007451444,"about_ca_topic_score_gemma":0.0006935691,"domain_scores_codex":[0.9993923,0.0002136932,0.00007544958,0.000101305,0.0001525678,0.00006472776],"domain_scores_gemma":[0.9966151,0.001415766,0.0007577246,0.0001031825,0.0006533795,0.0004548132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000513784,0.00005592127,0.992609,0.00001210617,0.00001879745,0.0002392795,0.00004852698,0.0001019182,0.002327208,0.000006994736,0.0000543307,0.004012241],"study_design_scores_gemma":[0.00002056316,0.001456509,0.9925263,0.000008356086,0.00002819246,0.002283424,0.0001117777,0.001240122,0.002110943,0.00001360846,0.0001939952,0.000006161426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998805,0.0003279921,0.000250159,0.0000390811,0.000006225088,0.000008527109,0.00004189196,0.00001300981,0.0005080652],"genre_scores_gemma":[0.9994449,0.00006507159,0.0003622462,0.00001340083,0.000007826367,0.000004130657,0.00005437489,0.000001364601,0.00004653425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319618,"threshold_uncertainty_score":0.006978869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06724932579813139,"score_gpt":0.263067258062442,"score_spread":0.1958179322643106,"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."}}