{"id":"W4393264525","doi":"10.3332/ecancer.2024.1687","title":"Colorectal cancer disease profile and treatment patterns at an urban tertiary hospital in Rwanda","year":2024,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Texas Southwestern Medical Center","keywords":"Medicine; Adenocarcinoma; Colorectal cancer; Cancer; Internal medicine; Disease; Incidence (geometry); Stage (stratigraphy); Cancer registry; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001593963,0.0001679676,0.0002028079,0.0001328067,0.0001140654,0.00005459218,0.00007610342,0.00006202579,0.0004709169],"category_scores_gemma":[0.00005074386,0.0001257303,0.00005119235,0.0003581418,0.0002999863,0.0002094765,0.00006013054,0.0001555538,0.00001145619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008949064,"about_ca_system_score_gemma":0.0005960643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135152,"about_ca_topic_score_gemma":0.00192172,"domain_scores_codex":[0.9984235,0.00003299209,0.0001901026,0.0006265646,0.0003846927,0.000342219],"domain_scores_gemma":[0.9992198,0.00005001135,0.00002742867,0.0001515865,0.00002408335,0.0005271281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001065929,0.000212547,0.760024,0.0001373442,0.00002206502,0.0004701766,0.002760433,0.00000881964,0.001520927,0.00001664157,0.0007646843,0.2329964],"study_design_scores_gemma":[0.0007841436,0.002423363,0.9664078,0.0005218828,0.00004568048,0.00003534987,0.00007571183,0.02283642,0.002603063,0.00002298327,0.004062251,0.0001813534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928675,0.003388041,0.00006317004,0.001986743,0.0007841003,0.0004601139,0.00007197946,0.0001471155,0.0002312105],"genre_scores_gemma":[0.9975087,0.000707835,0.0000401038,0.0001973251,0.0004465667,0.0004328556,0.00001735805,0.00001659955,0.0006326539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328151,"threshold_uncertainty_score":0.515621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032153571415386,"score_gpt":0.2863162885351128,"score_spread":0.2759947528209589,"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."}}