{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005466017,0.0001532216,0.0001939421,0.0003670064,0.0005889255,0.0009846105,0.0005316274,0.0003598402,0.006674082],"category_scores_gemma":[0.004966994,0.0001306778,0.0007739603,0.0007429573,0.000519191,0.0007615464,0.001203747,0.0006386087,0.000407893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239108,"about_ca_system_score_gemma":0.001653187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03672879,"about_ca_topic_score_gemma":0.05996374,"domain_scores_codex":[0.9993061,0.0001516069,0.0000638499,0.0001279245,0.0001104678,0.0002400848],"domain_scores_gemma":[0.9959248,0.0005111903,0.001823805,0.0001430794,0.0002346738,0.001362406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002882767,0.00004319206,0.9959138,0.00002790299,0.00005609681,0.0001513512,0.0003003234,0.0001053585,0.000105826,0.00004857789,0.0004242105,0.002535014],"study_design_scores_gemma":[0.00001240049,0.0001233653,0.9981812,0.00002633655,0.00002448538,0.0001648062,0.0009193885,0.0001305367,0.00003156732,0.00004942287,0.0003315202,0.000005024004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979857,0.0001622913,0.0000563196,0.0001963836,0.00001292627,0.00001547537,0.0003350101,0.000004551,0.001231371],"genre_scores_gemma":[0.9995902,0.0000290811,0.00002499602,0.00003735847,0.00000619023,0.000006640742,0.0001809748,0.000002686946,0.0001217928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03672879,"threshold_uncertainty_score":0.07303005,"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."}}