{"id":"W3118125711","doi":"10.3390/curroncol28010017","title":"Gastric Cancer Treatments and Survival Trends in the United States","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Cancer; Stage (stratigraphy); Internal medicine; Disease; Cohort; Survival analysis; Multivariate analysis; Oncology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008579726,0.0001002859,0.0002249561,0.0001793109,0.00002671759,0.000008913288,0.00006841963,0.00002798454,0.0001946916],"category_scores_gemma":[0.00001910676,0.00006355395,0.00003437645,0.0007253628,0.00004708777,0.000022404,0.00004003814,0.0001479578,0.000005856508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040915,"about_ca_system_score_gemma":0.00003076455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009736,"about_ca_topic_score_gemma":0.0001269604,"domain_scores_codex":[0.9993088,0.00007497642,0.0001428763,0.000170838,0.0001180446,0.000184528],"domain_scores_gemma":[0.9997084,0.00007308876,0.00004500253,0.00008013046,0.00001815715,0.00007522365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612963,0.0001879531,0.6255344,0.00003802454,0.00005514644,0.00004626636,0.001629828,0.00001754964,0.000005260066,0.00007372026,0.01549943,0.3567512],"study_design_scores_gemma":[0.003550525,0.0006367587,0.5972999,0.0000120993,0.0001808244,0.000005556347,0.0007772052,0.0008728075,0.000001895673,0.00001606028,0.3965907,0.00005560122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651324,0.001711936,0.00003056814,0.03113688,0.0004130455,0.0002149282,0.00001335407,0.00002759747,0.001319344],"genre_scores_gemma":[0.9928117,0.003814669,0.00003927962,0.002439878,0.0002896003,0.00007207767,0.0002273858,0.00001012494,0.0002953181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810913,"threshold_uncertainty_score":0.2591655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603913149024038,"score_gpt":0.4249484157488473,"score_spread":0.2645571008464435,"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."}}