{"id":"W4395033821","doi":"10.1055/s-0044-1783517","title":"Giardia-Associated Duodenal Stricture","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Giardia; Duodenal Diseases; Duodenum; Gastroenterology; Veterinary medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001125951,0.0006521785,0.00052268,0.0008894844,0.001071917,0.0004972293,0.000247489,0.001410671,0.005504101],"category_scores_gemma":[0.0007274505,0.0003120263,0.000414125,0.000452296,0.0004090296,0.0004850599,0.0004531725,0.001704279,0.000740633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160237,"about_ca_system_score_gemma":0.0002871868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764811,"about_ca_topic_score_gemma":0.002038166,"domain_scores_codex":[0.9998811,0.00001302732,0.00001119228,0.00002876073,0.0000140459,0.0000517626],"domain_scores_gemma":[0.9996929,0.00006895384,0.00004742003,0.00002204157,0.00002395063,0.0001447334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000160635,0.00008739564,0.03078137,0.00008149316,0.00003063031,0.9630122,0.00006369067,0.00004849667,0.0015426,0.0001548365,0.001158502,0.00287822],"study_design_scores_gemma":[0.00004115421,0.0002435531,0.06652468,0.00004955225,0.00004707212,0.9300854,0.00008331746,0.0002013079,0.0005184738,0.0001563826,0.002036877,0.00001212976],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531035,0.01470563,0.0007590386,0.003795718,0.0008883785,0.0001088068,0.0005966134,0.000197471,0.02584476],"genre_scores_gemma":[0.9945902,0.001437485,0.0002238207,0.0008221782,0.0004097294,0.000008354446,0.0001835295,0.000007731892,0.002316969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005504101,"threshold_uncertainty_score":0.01841307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067691413570864,"score_gpt":0.2848688251902358,"score_spread":0.2741919110545272,"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."}}