{"id":"W3188686520","doi":"10.3390/cancers13153844","title":"Family History and Gastric Cancer Risk: A Pooled Investigation in the Stomach Cancer Pooling (STOP) Project Consortium","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Family history; Odds ratio; Confidence interval; Internal medicine; Stomach cancer; Cancer; Epidemiology; Socioeconomic status; Demography; Stomach; Gastroenterology; Environmental health; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002816288,0.0001542934,0.0002463173,0.0001626474,0.000093538,0.00002034724,0.0000593275,0.00008753171,0.00004994508],"category_scores_gemma":[0.0001443893,0.0001276112,0.00007040406,0.0006087802,0.0001317968,0.00008350071,0.00002262905,0.0004230108,0.000001168205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003815571,"about_ca_system_score_gemma":0.003796825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04548547,"about_ca_topic_score_gemma":0.008912465,"domain_scores_codex":[0.9987425,0.0001361765,0.0002266936,0.0003720894,0.0002646583,0.0002578367],"domain_scores_gemma":[0.9993683,0.00008168825,0.0001355297,0.0001993415,0.0001328572,0.00008224558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005403202,0.00006618338,0.6762784,0.0007036742,0.0005674293,0.0003465326,0.02352847,0.005150282,0.05646316,0.00008904882,0.03695967,0.194444],"study_design_scores_gemma":[0.005158826,0.0009027846,0.9258608,0.0008586699,0.000948309,0.000225824,0.005504212,0.01586713,0.004698921,0.00006968245,0.03933528,0.0005695149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956046,0.04117141,0.00006312061,0.0005363012,0.0005865161,0.000398896,0.00001800323,0.00005703647,0.001122647],"genre_scores_gemma":[0.9931557,0.003417483,0.0001536668,0.002072856,0.0002988702,0.0004296084,0.00001040733,0.0000205438,0.0004409001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495825,"threshold_uncertainty_score":0.9977586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804551899198862,"score_gpt":0.2896034184983712,"score_spread":0.2515578995063826,"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."}}