{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008515685,0.0003267599,0.0004348953,0.001026222,0.0002115327,0.0004297962,0.0001846792,0.0002717089,0.001034176],"category_scores_gemma":[0.001237705,0.0001247082,0.0002006163,0.0006903312,0.0002973636,0.0003107506,0.0003296803,0.0002981375,0.000292769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271536,"about_ca_system_score_gemma":0.0001978634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003723761,"about_ca_topic_score_gemma":0.0007880834,"domain_scores_codex":[0.9997721,0.00006732628,0.00002655124,0.00003677124,0.00006941272,0.00002779626],"domain_scores_gemma":[0.9994078,0.0001342472,0.0002238888,0.00003503135,0.00007943284,0.0001196625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579665,0.00004779173,0.9464055,0.00007858099,0.00009201824,0.0004389526,0.00003204982,0.000159336,0.0293318,0.00003884184,0.0005440915,0.02125132],"study_design_scores_gemma":[0.00002913771,0.000447901,0.9894966,0.00001525573,0.0001018988,0.00182791,0.00006617953,0.0008544994,0.00536814,0.0001328026,0.001649246,0.00001035145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936569,0.004328669,0.00049398,0.000281623,0.00002848134,0.00001345856,0.0003198625,0.00003024231,0.0008466473],"genre_scores_gemma":[0.9982772,0.0005624044,0.0004605463,0.00003044178,0.0000659107,0.000007893705,0.0003682335,0.000003983151,0.0002233431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034176,"threshold_uncertainty_score":0.004503608,"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."}}