{"id":"W2914766316","doi":"10.14309/00000434-200709002-00726","title":"GI Classification Systems: Spanning the Globe","year":2007,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Internal medicine; Gastroenterology; Hepatocellular carcinoma; Primary sclerosing cholangitis; Esophageal varices; Cirrhosis; Transplantation; Disease; Portal hypertension","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":[0.003895021,0.0008705707,0.0008928214,0.01517024,0.001080959,0.006204804,0.001432688,0.001298273,0.03692185],"category_scores_gemma":[0.01572439,0.0003878706,0.0009307572,0.03473356,0.001854852,0.009279299,0.004260289,0.001827309,0.0163468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094985,"about_ca_system_score_gemma":0.004234818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232782,"about_ca_topic_score_gemma":0.007374208,"domain_scores_codex":[0.9952548,0.001266312,0.001205362,0.0006100241,0.001185596,0.0004778557],"domain_scores_gemma":[0.9910482,0.001534819,0.001604608,0.0009312641,0.004167638,0.0007135545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001841414,0.00002002181,0.01234235,0.003788402,0.00008285278,0.0003348802,0.003169234,0.0003696414,0.0005949038,0.02793671,0.4898759,0.4613009],"study_design_scores_gemma":[0.00002084045,0.00003497632,0.0185882,0.003202314,0.00004241861,0.0007611581,0.002411651,0.0001299616,0.0001227111,0.009308497,0.9653417,0.00003558704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05409528,0.2990188,0.02721277,0.1066261,0.01731861,0.001450052,0.08530294,0.006362379,0.402613],"genre_scores_gemma":[0.2842754,0.3026367,0.1427515,0.02724646,0.008196227,0.002039595,0.1422912,0.004616559,0.08594649],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03692185,"threshold_uncertainty_score":0.1235159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245751051255595,"score_gpt":0.2890075343916033,"score_spread":0.2665500238790474,"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."}}