{"id":"W2096076701","doi":"10.1111/cas.12111","title":"<scp>MDM</scp>2 is a useful prognostic biomarker for resectable gastric cancer","year":2013,"lang":"en","type":"article","venue":"Cancer Science","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cancer; Oxaliplatin; Oncology; Biomarker; Mdm2; Internal medicine; Hazard ratio; Malignancy; Immunohistochemistry; Gene knockdown; Cancer research; Colorectal cancer; Confidence interval; Apoptosis; Biology","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":[0.0003935881,0.0002694152,0.0003422353,0.0003924042,0.0003250879,0.0001594773,0.000493614,0.000120837,0.000512741],"category_scores_gemma":[0.0009209751,0.0002335408,0.0001336053,0.002643184,0.0006330604,0.0004506844,0.0001435051,0.0002391544,0.0001422038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007809956,"about_ca_system_score_gemma":0.002673876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396488,"about_ca_topic_score_gemma":0.0001129805,"domain_scores_codex":[0.9968252,0.00001971006,0.0003265367,0.000923517,0.0007881907,0.001116816],"domain_scores_gemma":[0.99762,0.0001454732,0.00016244,0.000664768,0.0008814661,0.0005258294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006678642,0.0001909133,0.06638681,0.0004101907,0.0001451128,0.00002677965,0.001206866,0.0001407883,0.6093822,0.0001277834,0.2764318,0.04548399],"study_design_scores_gemma":[0.006325098,0.001161782,0.2978531,0.001715655,0.0005422861,0.0001952982,0.0004471047,0.03117694,0.3256786,0.0006048641,0.3336929,0.0006063432],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718406,0.01061956,0.003328038,0.002610307,0.001750132,0.003558085,0.0001180971,0.0001987862,0.005976455],"genre_scores_gemma":[0.98286,0.0006278246,0.002429929,0.002673147,0.0003544638,0.00367583,0.000007975167,0.00007422538,0.007296583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2837035,"threshold_uncertainty_score":0.952352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717699823928088,"score_gpt":0.3109316686041907,"score_spread":0.2737546703649098,"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."}}