{"id":"W2998979114","doi":"10.2147/cmar.s233215","title":"<p>Predictors of Survival Among Colorectal Cancer Patients in a Low Incidence Area</p>","year":2020,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"King Saud University","keywords":"Medicine; Colorectal cancer; Internal medicine; Cancer registry; Oncology; Cancer; Proportional hazards model; Regimen; Family history; Malignancy; Incidence (geometry)","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":[0.0002869807,0.0001521486,0.0001443649,0.0004527455,0.0004033306,0.0005368742,0.000217358,0.0002426443,0.002152812],"category_scores_gemma":[0.001655053,0.0001126393,0.0001809018,0.0006954674,0.0002083206,0.0003160868,0.0003403923,0.0004544455,0.0002891391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003872747,"about_ca_system_score_gemma":0.0005383716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008539343,"about_ca_topic_score_gemma":0.009720986,"domain_scores_codex":[0.9998411,0.00003585535,0.00001905676,0.00002475788,0.00002581761,0.00005327782],"domain_scores_gemma":[0.9987361,0.000161521,0.0006349002,0.00002732554,0.0001260759,0.0003140198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001962074,0.000008557878,0.9994299,0.000003665568,0.000003291854,0.00003588663,0.00002286469,0.0000124073,0.00002802044,0.000003989758,0.00007028447,0.0003614658],"study_design_scores_gemma":[0.00000413507,0.00005939776,0.9990816,0.000006029514,0.00001070517,0.0001788215,0.000303688,0.0001738974,0.00003117506,0.00001433079,0.0001344313,0.000001782547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995149,0.00008471792,0.00001896491,0.00009779825,0.000003131888,0.000002564161,0.0001285654,0.000001506092,0.0001478103],"genre_scores_gemma":[0.9996938,0.00004849098,0.00002641941,0.0000182757,0.000005498734,0.000002906211,0.0001385973,6.287185e-7,0.00006541586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008539343,"threshold_uncertainty_score":0.01697928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047344810942759,"score_gpt":0.3327969206173879,"score_spread":0.2923234725079603,"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."}}