{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005105807,0.0001067761,0.0002292434,0.001258953,0.0002038229,0.0005377023,0.0001759696,0.0002455275,0.001559375],"category_scores_gemma":[0.002885086,0.0001023551,0.000347609,0.003103327,0.0001060112,0.0003900727,0.0003131608,0.0004299577,0.0002457931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009046721,"about_ca_system_score_gemma":0.0007926052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0434649,"about_ca_topic_score_gemma":0.06699274,"domain_scores_codex":[0.9995878,0.00009007823,0.00008468485,0.00007746094,0.0001093064,0.00005067113],"domain_scores_gemma":[0.9981279,0.000272853,0.0009412285,0.00006039424,0.0004291232,0.0001686429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007323416,0.00003213991,0.9837692,0.00005902105,0.0000954051,0.00003176301,0.00007522804,0.0001564556,0.00005834534,0.00009803123,0.00445646,0.01109484],"study_design_scores_gemma":[0.000007248558,0.00003752061,0.9964646,0.00005305058,0.00004241885,0.00007488141,0.0001925923,0.0002282065,0.00003165551,0.00004237931,0.002820888,0.000004558834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433889,0.008999557,0.0002784699,0.002462841,0.0001308497,0.00003142115,0.03689605,0.0000606251,0.007751163],"genre_scores_gemma":[0.975441,0.00307451,0.0003706625,0.0006473896,0.00006493933,0.00004653565,0.01954336,0.00000909932,0.0008026332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0434649,"threshold_uncertainty_score":0.08642381,"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."}}