{"id":"W1999387886","doi":"10.1503/cjs.006612","title":"Retrospective review of rectal cancer surgery in northern Alberta","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Subspecialty; Colorectal cancer; Multivariate analysis; Retrospective cohort study; Stage (stratigraphy); Cancer; General surgery; Surgery; Internal medicine; Pathology","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":[0.0008174435,0.0003467387,0.0004243436,0.004794523,0.001251491,0.0008889883,0.0009347666,0.0003010411,0.002981836],"category_scores_gemma":[0.002364086,0.0003814401,0.0002670018,0.009516255,0.0006105233,0.0001795769,0.0007344052,0.0002150476,0.0004053658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008205582,"about_ca_system_score_gemma":0.01172177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6657649,"about_ca_topic_score_gemma":0.7704081,"domain_scores_codex":[0.9984649,0.0001145794,0.0002360569,0.0002071052,0.000749354,0.0002279953],"domain_scores_gemma":[0.9962128,0.0004797769,0.001672308,0.00015841,0.001088511,0.0003880997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204564,0.00002629136,0.9779751,0.001018388,0.00009625934,0.005083572,0.0008098694,0.0001421268,0.0007247804,0.00006150072,0.002254379,0.01168719],"study_design_scores_gemma":[0.000007994324,0.00003090464,0.9906442,0.0002576314,0.00006216473,0.003978926,0.001007608,0.00007449195,0.0001736285,0.00001196458,0.003740834,0.000009597599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657912,0.01639643,0.0003143646,0.000233373,0.00005250949,0.0002514396,0.009797378,0.00005496649,0.007108435],"genre_scores_gemma":[0.9851563,0.007841458,0.0004394827,0.0002567039,0.00005377964,0.0000996058,0.004925182,0.00001301175,0.001214436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3342351,"threshold_uncertainty_score":0.672407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310255497437565,"score_gpt":0.2696138164667312,"score_spread":0.2365112614923556,"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."}}