{"id":"W1494710819","doi":"10.1155/2006/815307","title":"A Burning Desire to Understand Genetic Mutations in Gastroenterology","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Internal medicine; Medicine; Psychology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008907665,0.0009823289,0.00206322,0.00279632,0.001388519,0.004639011,0.001928022,0.009453098,0.007316217],"category_scores_gemma":[0.02635397,0.0006335277,0.00105995,0.000924334,0.00880807,0.01693976,0.003524006,0.02933133,0.004447566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280578,"about_ca_system_score_gemma":0.002868472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188019,"about_ca_topic_score_gemma":0.002959297,"domain_scores_codex":[0.9960338,0.001657987,0.0003549872,0.0004812955,0.001176909,0.0002948767],"domain_scores_gemma":[0.9790551,0.0114396,0.0009038527,0.001098088,0.004449908,0.003053456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000605431,0.00006714982,0.0009997732,0.0007823841,0.00006372082,0.0008038718,0.001174235,0.0001007232,0.0003784409,0.02979973,0.840226,0.1255435],"study_design_scores_gemma":[0.0000305463,0.00006825372,0.0006666634,0.001967319,0.00002645786,0.003214709,0.001065729,0.0001056994,0.00008951468,0.04985243,0.9428686,0.00004399658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004270796,0.1902327,0.001288933,0.7596316,0.04527442,0.000007670205,0.0000490346,0.00008560932,0.003003066],"genre_scores_gemma":[0.008086627,0.2192703,0.002812556,0.6025512,0.1599908,0.00003354719,0.00009809915,0.0001452733,0.007011637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009453098,"threshold_uncertainty_score":0.04710877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766360906518664,"score_gpt":0.2414472576563945,"score_spread":0.2237836485912078,"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."}}