{"id":"W4281706558","doi":"10.1200/go.22.00004","title":"Colorectal Cancer Treatment Characteristics and Concordance With Guidelines in Sri Lanka: Results From a Hospital-Based Cancer Registry","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Concordance; Colorectal cancer; Cancer registry; Cancer; Stage (stratigraphy); Internal medicine; Population; Oncology; Cohort; Adjuvant therapy","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":[0.0001273443,0.000209412,0.0005350081,0.00005014756,0.0001132986,0.00001273434,0.00007456641,0.0001113333,0.00008432378],"category_scores_gemma":[0.0001138031,0.0001751817,0.00004947767,0.0003365333,0.0001196222,0.00003156509,0.00005915221,0.0002224471,0.000001535902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003254389,"about_ca_system_score_gemma":0.00134724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05793301,"about_ca_topic_score_gemma":0.03692128,"domain_scores_codex":[0.9984919,0.0000927388,0.0003960315,0.0005095886,0.0002257791,0.0002838932],"domain_scores_gemma":[0.9991517,0.0001125161,0.0002803099,0.0001887713,0.0001381129,0.0001285977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08828522,0.0006910032,0.7326664,0.00003414405,0.000252253,0.001349281,0.001212711,0.0009943171,0.0008405203,0.0000172554,0.004078409,0.1695784],"study_design_scores_gemma":[0.01955139,0.02861002,0.7652683,0.0001763596,0.0002815755,0.0001582998,0.0009016371,0.004187138,0.0006576362,0.00002475231,0.1797694,0.0004135371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861779,0.00139428,0.00001928822,0.007927557,0.0007310663,0.000511188,0.001845305,0.00007649181,0.001316875],"genre_scores_gemma":[0.9962572,0.0003207851,0.0007043382,0.001249448,0.0003845817,0.0007556265,0.0001528298,0.00001286965,0.000162295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175691,"threshold_uncertainty_score":0.9806524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508571516606797,"score_gpt":0.3370612343362906,"score_spread":0.3119755191702227,"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."}}