{"id":"W137829199","doi":"10.1503/cjs.027511","title":"Differences between referred and nonreferred patients in cancer research","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; St. Paul's Hospital","funders":"","keywords":"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":[0.007427114,0.0001532958,0.0003894794,0.002797715,0.001335345,0.002091675,0.001113578,0.0008477605,0.002052089],"category_scores_gemma":[0.03742206,0.000258859,0.0006802794,0.007037956,0.001120279,0.0006740444,0.001549742,0.0004917809,0.0003679091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005619051,"about_ca_system_score_gemma":0.006735671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1967669,"about_ca_topic_score_gemma":0.2594889,"domain_scores_codex":[0.9804747,0.008193144,0.002911622,0.00213263,0.004447181,0.00184064],"domain_scores_gemma":[0.977181,0.0059807,0.007898493,0.001592343,0.003858139,0.003489292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135327,0.00006957196,0.9903847,0.00009743105,0.00006582099,0.0001754252,0.001456176,0.00004801291,0.0002455034,0.0002115548,0.001086381,0.006024099],"study_design_scores_gemma":[0.00002579442,0.0001137877,0.996128,0.00008586422,0.00004035389,0.0003904056,0.00173999,0.0001114907,0.00008998097,0.00009449587,0.001170211,0.000009594785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884675,0.002813331,0.0004506667,0.002334004,0.00006795639,0.0001822079,0.001433234,0.00002794326,0.004223015],"genre_scores_gemma":[0.9962844,0.0006795762,0.0004423049,0.001144297,0.00004503239,0.0001047847,0.0009139375,0.00001129941,0.0003744327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1967669,"threshold_uncertainty_score":0.3912431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823855697362232,"score_gpt":0.345244423556308,"score_spread":0.1628588538200847,"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."}}