{"id":"W4367834100","doi":"10.1503/cjs.019420","title":"Remoteness from urban centre does not affect gastric cancer outcomes with established care pathway to specialist centre","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Context (archaeology); Rural area; Cancer; Palliative care; Family medicine; Nursing; Internal medicine; Pathology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002647502,0.0002839949,0.0008411828,0.001249958,0.0001367609,0.0001354003,0.0001957865,0.00007706081,0.0007292714],"category_scores_gemma":[0.0003076871,0.0001902311,0.0003106332,0.001241239,0.00005615814,0.0001872602,0.00002489113,0.0002569153,0.00002716276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007252994,"about_ca_system_score_gemma":0.002231014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0310455,"about_ca_topic_score_gemma":0.1772094,"domain_scores_codex":[0.9979038,0.00006135216,0.00049578,0.0002889807,0.0005305993,0.0007194553],"domain_scores_gemma":[0.9973945,0.000299205,0.0002686204,0.0003149536,0.0003773075,0.001345383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001608913,0.000008279464,0.899127,0.00008217039,0.0002230134,0.003911722,0.00109799,0.00004395707,0.00003045195,0.000009262421,0.07960292,0.01570235],"study_design_scores_gemma":[0.0009044246,0.00003753652,0.9086215,0.0005998759,0.0002319619,0.00002077984,0.003805502,0.000003187654,0.0002806152,0.0000057364,0.08525602,0.000232816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803664,0.0004385139,0.00001970922,0.01508141,0.002921515,0.0002981634,0.0003649947,0.00003901097,0.0004702536],"genre_scores_gemma":[0.9911318,0.00009507887,0.0001376041,0.001622642,0.001391675,0.000002888943,0.00008579187,0.00005825052,0.005474308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461639,"threshold_uncertainty_score":0.9754068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393792589207225,"score_gpt":0.2413231659325782,"score_spread":0.2173852400405059,"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."}}