{"id":"W2079197301","doi":"10.1007/s10350-008-9193-8","title":"Patterns of Diagnosis for Colorectal Cancer: Screening Detected vs. Symptomatic Presentation","year":2008,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Colorectal cancer; Family history; Cancer; Retrospective cohort study; Cohort; Colorectal surgery; Internal medicine; Surgical oncology; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006477048,0.0001324279,0.0003371088,0.00009899258,0.0001375806,0.000004919825,0.0001324669,0.00006464521,0.00004340205],"category_scores_gemma":[0.0004968327,0.0001034638,0.0003016915,0.0002849766,0.00008141944,0.00005748286,0.00005176263,0.00008167225,4.736957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008386229,"about_ca_system_score_gemma":0.0001411405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008035498,"about_ca_topic_score_gemma":0.0002139904,"domain_scores_codex":[0.9989289,0.00007098499,0.0003105105,0.0002006596,0.0003084894,0.0001804528],"domain_scores_gemma":[0.9988212,0.0003436267,0.000292096,0.0002132786,0.0002392746,0.00009051225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008394876,0.000194093,0.9756643,0.0005320758,0.0001934469,0.000002490038,0.0003495197,0.0002735633,0.003521825,0.000004771695,0.000652157,0.01021692],"study_design_scores_gemma":[0.001460902,0.001727512,0.840546,0.0004560876,0.0003940126,0.00001282319,0.00007406613,0.002725767,0.1524269,0.00002918582,0.00005239728,0.00009435035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964346,0.0007766968,0.0006744051,0.0003161274,0.0003121595,0.001178163,0.0002149584,0.00006972354,0.00002312173],"genre_scores_gemma":[0.9986523,0.0001451986,0.0001937928,0.0000531455,0.0001041846,0.0007382292,0.00002469803,0.00002308346,0.00006530318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489051,"threshold_uncertainty_score":0.4219133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104210411034264,"score_gpt":0.2841268628393984,"score_spread":0.2630847587290557,"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."}}