{"id":"W2083564498","doi":"10.1097/01.sla.0000143243.81014.f2","title":"A New Prognostic Staging System for Rectal Cancer","year":2004,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tumor budding; Grading (engineering); Cohort; Budding; Oncology; Colorectal cancer; Internal medicine; Multivariate analysis; Proportional hazards model; Prognostic variable; Overall survival; Cancer; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002393378,0.0008508717,0.0004939903,0.001672316,0.0002675114,0.0008048713,0.0005555268,0.0002979829,0.00287026],"category_scores_gemma":[0.005519164,0.0001308093,0.0005028196,0.0007708986,0.0003288513,0.0007171879,0.000673704,0.0006567965,0.0009871357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040106,"about_ca_system_score_gemma":0.001854957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363425,"about_ca_topic_score_gemma":0.004022665,"domain_scores_codex":[0.9993101,0.0002252031,0.00009612048,0.00009591006,0.0002072665,0.00006536544],"domain_scores_gemma":[0.9981653,0.0003493632,0.0003602314,0.0001153743,0.0008279314,0.0001818944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498733,0.00007516189,0.5222006,0.0004786834,0.000396907,0.0003846045,0.0003509975,0.01083661,0.006937395,0.006017601,0.04791706,0.4029057],"study_design_scores_gemma":[0.0009025543,0.002465198,0.5748358,0.0007526815,0.001446558,0.007005307,0.0004632263,0.2241818,0.00628261,0.01496016,0.1664479,0.0002563014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.551686,0.01527571,0.3716263,0.01125586,0.005195902,0.00147692,0.01872267,0.003131594,0.02162901],"genre_scores_gemma":[0.790247,0.002305015,0.1774769,0.0004925412,0.001447608,0.00084099,0.0214492,0.0001632944,0.005577394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003363425,"threshold_uncertainty_score":0.01265758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2641909750722599,"score_gpt":0.3931113458616569,"score_spread":0.128920370789397,"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."}}