{"id":"W4281792300","doi":"10.2196/38874","title":"The Variations in Care and Real-world Outcomes in Individuals With Rectal Cancer: Protocol for the Ontario Rectal Cancer Cohort","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Colorectal cancer; Medicine; Protocol (science); Cancer; Cohort; Cohort study; Demography; Family medicine; Oncology; Internal medicine; Alternative medicine; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02283044,0.001625877,0.001501217,0.003486431,0.006178172,0.002602394,0.003810951,0.00159478,0.01581155],"category_scores_gemma":[0.02834742,0.001676344,0.00279118,0.006310377,0.001742321,0.001409823,0.003109264,0.001844051,0.003496208],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03390066,"about_ca_system_score_gemma":0.07374094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4404008,"about_ca_topic_score_gemma":0.6288624,"domain_scores_codex":[0.9884051,0.004385974,0.002449948,0.00130992,0.002159065,0.001289974],"domain_scores_gemma":[0.9781582,0.00188017,0.003330333,0.002975008,0.01193651,0.001719586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03446515,0.007172036,0.2923312,0.01446837,0.001557354,0.002053658,0.01734834,0.008054472,0.003855967,0.01484894,0.4932958,0.1105487],"study_design_scores_gemma":[0.01401804,0.002659962,0.6042653,0.005292554,0.0005977743,0.0003553402,0.005287935,0.003689659,0.001342671,0.002371389,0.3597164,0.0004030089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0155823,0.000239886,0.003535398,0.000664151,0.0001060664,0.8981025,0.07468191,0.0001097714,0.006977885],"genre_scores_gemma":[0.01334176,0.0002471562,0.006346156,0.0003555728,0.00003147349,0.9546769,0.02360339,0.00001892653,0.0013786],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9660993,"threshold_uncertainty_score":0.8756748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742521405499161,"score_gpt":0.5470287106478148,"score_spread":0.3727765700978987,"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."}}