{"id":"W4387397843","doi":"10.1016/j.lana.2023.100608","title":"Recommendations for gastric cancer prevention and control in the Americas","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Cancer prevention; Cancer; Medicine; Internal 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":[0.04066422,0.003256581,0.004364874,0.008275381,0.002153584,0.007181154,0.007377912,0.02470024,0.03387857],"category_scores_gemma":[0.09774946,0.001596385,0.008690011,0.006330154,0.002977782,0.006990483,0.005605514,0.02246501,0.01254135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006633278,"about_ca_system_score_gemma":0.03963375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08578855,"about_ca_topic_score_gemma":0.08037275,"domain_scores_codex":[0.962956,0.02133502,0.004915613,0.001401876,0.007030624,0.002360966],"domain_scores_gemma":[0.9031169,0.02662054,0.00738252,0.003373306,0.04728578,0.01222093],"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":[0.0002556184,0.0002681949,0.001995638,0.00432467,0.0003884987,0.0001131265,0.000249435,0.0002666794,0.000213179,0.004263936,0.925765,0.06189598],"study_design_scores_gemma":[0.001286784,0.0002269778,0.01275468,0.0283905,0.001795985,0.0001730647,0.00158639,0.000287401,0.0002420701,0.01007259,0.9430092,0.0001744655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005391782,0.08138914,0.001483319,0.8263845,0.06606822,0.0007017936,0.005111744,0.0005038641,0.01781822],"genre_scores_gemma":[0.009386849,0.09656899,0.04197071,0.7828637,0.03100573,0.005345742,0.006741122,0.0003190863,0.02579813],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08578855,"threshold_uncertainty_score":0.2150555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398774330550879,"score_gpt":0.4255260036835581,"score_spread":0.2856485706284702,"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."}}