{"id":"W3138092629","doi":"10.3390/curroncol28020120","title":"Comparison of Perioperative Chemotherapy versus Postoperative Chemoradiotherapy for Operable Stomach Cancer: A Western Canadian Province Experience","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Cancer Agency","keywords":"Medicine; Internal medicine; Perioperative; Chemotherapy; Cancer; Multivariate analysis; Stomach; Gastroenterology; Stomach cancer; Chemoradiotherapy; Retrospective cohort study; Surgery; Proportional hazards model; Cohort","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0007906898,0.0002940813,0.0003463424,0.0005493854,0.002038147,0.0008153485,0.0006842708,0.0003727969,0.000967425],"category_scores_gemma":[0.002190276,0.0002392854,0.0003862038,0.002027208,0.0006425526,0.0002247314,0.0006729247,0.0004392647,0.000118628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02465081,"about_ca_system_score_gemma":0.03925929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9628197,"about_ca_topic_score_gemma":0.9836239,"domain_scores_codex":[0.9992424,0.0001054127,0.00004120648,0.00006885509,0.0002331751,0.0003090463],"domain_scores_gemma":[0.9987973,0.0001161882,0.0002420749,0.00002711486,0.0003777561,0.0004394894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002798,0.000207066,0.9726236,0.0001766096,0.0001086744,0.0008769085,0.002661144,0.0002632397,0.00103803,0.0001622079,0.001533649,0.01934604],"study_design_scores_gemma":[0.0001250729,0.0006699635,0.9868723,0.0001258968,0.0001369141,0.0008351375,0.006460537,0.0003835642,0.0003332908,0.00005352998,0.003966672,0.00003711603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965718,0.001200423,0.00004271429,0.0004261973,0.00001592729,0.00004437316,0.0002489452,0.000002480475,0.001447252],"genre_scores_gemma":[0.9969342,0.001891287,0.0001440695,0.0002315343,0.00001762074,0.00001891393,0.0003283527,0.000004560661,0.0004294739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0371803,"threshold_uncertainty_score":0.1788549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508522220413017,"score_gpt":0.4864942906212755,"score_spread":0.3356420685799738,"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."}}