{"id":"W2102759483","doi":"10.3747/co.21.1936","title":"Geographic Disparities in Surgery for Breast and Rectal Cancer in Canada","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Colorectal cancer; Breast cancer; Cancer; Quality (philosophy); Oncology; General surgery; Internal medicine; Family medicine","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":[0.0004791229,0.0001472573,0.0003069545,0.001253195,0.003085735,0.001241548,0.0008624155,0.0004486168,0.004486429],"category_scores_gemma":[0.002645294,0.0001621402,0.0005136825,0.004609622,0.0008855184,0.0004441883,0.00127947,0.000834951,0.0001553573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03059625,"about_ca_system_score_gemma":0.06075536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949074,"about_ca_topic_score_gemma":0.9977308,"domain_scores_codex":[0.9988256,0.00005901782,0.00007579368,0.0001143629,0.0003063879,0.0006187773],"domain_scores_gemma":[0.997985,0.0001261664,0.0004292646,0.00004401579,0.0006295264,0.0007859452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045374,0.00005250628,0.9595875,0.0001589666,0.0001088183,0.0002037224,0.002405473,0.0004330942,0.0001891172,0.003167105,0.01137895,0.02221025],"study_design_scores_gemma":[0.00001289398,0.0000152908,0.9897803,0.0001539827,0.00005593597,0.0001235678,0.004203884,0.0003357067,0.00006827324,0.0003730409,0.004854194,0.00002288582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583199,0.007423674,0.0001972644,0.0133876,0.0001173465,0.00004822504,0.006260981,0.00002628459,0.01421876],"genre_scores_gemma":[0.9957886,0.001860781,0.00009490323,0.0005553432,0.00002272518,0.000007725978,0.0008819472,0.000006378028,0.0007816342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059625,"threshold_uncertainty_score":0.2219924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807111813581934,"score_gpt":0.3595837847212712,"score_spread":0.3015126665854519,"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."}}