{"id":"W3199921489","doi":"10.2217/cer-2021-0113","title":"Outcomes of patients with nonmetastatic gastric adenocarcinoma according to perioperative treatment strategy: a real-world, population-based study","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Perioperative; Hazard ratio; Internal medicine; Proportional hazards model; Gastrectomy; Cancer; Population; Radiation therapy; Surveillance, Epidemiology, and End Results; Oncology; Surgery; Cancer registry; Confidence interval","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":[0.000763743,0.0002648275,0.0004278282,0.000904811,0.0003198021,0.000656959,0.0004100607,0.0005401596,0.0008486417],"category_scores_gemma":[0.002653625,0.0002981491,0.0006979623,0.001476744,0.0003476347,0.001070122,0.0005985626,0.0006209331,0.0001822246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428769,"about_ca_system_score_gemma":0.0003244009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778786,"about_ca_topic_score_gemma":0.003969449,"domain_scores_codex":[0.9992909,0.0001888998,0.0001163379,0.000184623,0.0001143857,0.000104719],"domain_scores_gemma":[0.998334,0.0002148467,0.001000145,0.0001011139,0.0001517841,0.000198134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006936244,0.0000297007,0.9990613,0.0000131405,0.00007931826,0.00003873184,0.00004432436,0.00003102113,0.00004636545,0.00000997406,0.00006147135,0.0005153763],"study_design_scores_gemma":[0.000009513804,0.0001217651,0.9987784,0.00000806201,0.00005847351,0.0002741327,0.0003181523,0.0002206216,0.00002367137,0.00002607253,0.0001555277,0.000005612138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986064,0.0004060008,0.00007852769,0.00005901674,0.0000061298,0.00001175354,0.0006109619,0.000002232889,0.0002190424],"genre_scores_gemma":[0.9991341,0.0001553252,0.00004530696,0.00003198904,0.00001020127,0.00001074878,0.0005750924,0.000001096695,0.00003614219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002778786,"threshold_uncertainty_score":0.005525172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072386001143363,"score_gpt":0.4420697015525942,"score_spread":0.3348311014382578,"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."}}