{"id":"W4285326728","doi":"10.1097/01.cej.0000816652.09334.e2","title":"The stomach cancer pooling (STOP) project: a global consortium of epidemiological studies of gastric cancer, updated to 2021","year":2021,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Relative risk; Environmental health; Epidemiology; Cancer; Cohort; Cohort study; Stomach cancer; Demography; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001805651,0.0002152858,0.0008857176,0.000107104,0.0001094501,0.000008971067,0.0002028305,0.00004459373,0.00008127811],"category_scores_gemma":[0.001071171,0.0001408518,0.0002870443,0.0006923878,0.000246202,0.00008106372,0.000177906,0.0004006613,0.000002306321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364814,"about_ca_system_score_gemma":0.0005825614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009521016,"about_ca_topic_score_gemma":0.0002807846,"domain_scores_codex":[0.9961941,0.001370789,0.001440288,0.0002555025,0.0003793162,0.0003599863],"domain_scores_gemma":[0.9962158,0.0001331231,0.001311196,0.0002259835,0.001991292,0.0001226695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004506446,0.000542363,0.7512255,0.0003437963,0.01014998,0.0005611081,0.001715814,0.002032812,0.02752849,0.00006074483,0.02495188,0.1763811],"study_design_scores_gemma":[0.004976915,0.002727915,0.9662717,0.003533202,0.002301254,0.0004203214,0.002307953,0.00005099193,0.004730765,0.00006733021,0.01240356,0.0002081213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405028,0.05110205,0.0006497332,0.0060655,0.001063401,0.0003201522,0.00005479677,0.000009917911,0.0002317038],"genre_scores_gemma":[0.9693006,0.02833021,0.0009653489,0.0004184644,0.0005090488,0.00002246732,0.000004715307,0.00002203113,0.0004271161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2150462,"threshold_uncertainty_score":0.5743768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06340592507666926,"score_gpt":0.3940938587527867,"score_spread":0.3306879336761174,"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."}}