{"id":"W4407285870","doi":"10.1093/jcag/gwae059.124","title":"A124 CHARACTERISTICS OF GASTRIC CANCER IN BRITISH COLUMBIA","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer; Medicine; History; Internal medicine","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":[0.0002339432,0.0002535071,0.0003862773,0.002418883,0.001604803,0.001029216,0.0006772449,0.0004493817,0.004798351],"category_scores_gemma":[0.001297589,0.0002569856,0.0003097763,0.005281427,0.0003286811,0.0002143555,0.0007010043,0.0003389413,0.0006938008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870247,"about_ca_system_score_gemma":0.004827263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7273412,"about_ca_topic_score_gemma":0.8207077,"domain_scores_codex":[0.9994205,0.00004477346,0.00007330711,0.0001238955,0.000183423,0.0001540526],"domain_scores_gemma":[0.9983165,0.0001428632,0.0004221133,0.00007148553,0.0006563738,0.0003906949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005216624,0.00001586467,0.9969505,0.00002544157,0.00001549371,0.0002584771,0.00009191417,0.00004276775,0.0002159411,0.00001237956,0.0006257305,0.00169343],"study_design_scores_gemma":[0.000004004094,0.00002385454,0.9977793,0.00002296363,0.00001004743,0.0004621134,0.000586358,0.0001060428,0.00004234983,0.00001052043,0.0009471772,0.000005222985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872607,0.0006430896,0.00006619512,0.000109883,0.00001467947,0.0000697052,0.007611147,0.00001448105,0.004210193],"genre_scores_gemma":[0.9944909,0.0003231631,0.0001163443,0.00008177282,0.000007546449,0.00005560708,0.003713976,0.0000064339,0.001204254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726588,"threshold_uncertainty_score":0.548529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00591492240070902,"score_gpt":0.2320521174326708,"score_spread":0.2261371950319618,"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."}}