{"id":"W3196968101","doi":"10.1093/ije/dyab168.147","title":"1447Gastric histopathology by Helicobacter pylori cagA status in Arctic Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"CagA; Helicobacter pylori; Intestinal metaplasia; Gastritis; Histopathology; Gastroenterology; Internal medicine; Medicine; Cancer; Chronic gastritis; Atrophy; Pathology; Biology; Gene; Virulence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001148326,0.0003667136,0.0003192605,0.001820109,0.002359754,0.0010521,0.000773319,0.000276146,0.00327105],"category_scores_gemma":[0.002464334,0.0002584777,0.000387754,0.002608041,0.0007672895,0.000233706,0.0008869392,0.0003286127,0.0003564505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133743,"about_ca_system_score_gemma":0.02236327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886926,"about_ca_topic_score_gemma":0.9921239,"domain_scores_codex":[0.9989781,0.0001161767,0.0000574857,0.0001515091,0.0003912238,0.0003054777],"domain_scores_gemma":[0.9967721,0.000176998,0.0004679575,0.000106279,0.001821819,0.0006548992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121695,0.00001387062,0.9929448,0.00004383077,0.00006287485,0.00009704917,0.0003401808,0.0001074132,0.0002962893,0.00008160093,0.001329522,0.004560935],"study_design_scores_gemma":[0.000008339374,0.00002615882,0.9960431,0.00006530589,0.00004623622,0.0001795846,0.001311322,0.0003196262,0.0001539602,0.00004459293,0.001791032,0.00001077967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800852,0.003806691,0.0005011557,0.0004784848,0.00005072467,0.00007741983,0.00696188,0.00004211869,0.007996353],"genre_scores_gemma":[0.9958413,0.0009776463,0.0003491005,0.0001705339,0.00001192741,0.00001770037,0.001349012,0.000008786654,0.001274053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133743,"threshold_uncertainty_score":0.09703779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679096707671597,"score_gpt":0.3076730341992535,"score_spread":0.2808820671225375,"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."}}