{"id":"W4390059465","doi":"10.51731/cjht.2023.808","title":"Screening for Colorectal Cancer in Individuals Younger Than 50 Years","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Incidence (geometry); Colonoscopy; Retrospective cohort study; Cohort; Cancer; Colorectal cancer screening; Cohort study; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004196545,0.0001393931,0.0007262093,0.002040348,0.0006479053,0.001173847,0.0007944245,0.001644496,0.006625529],"category_scores_gemma":[0.02862274,0.0002399516,0.0009317491,0.002811646,0.0006705531,0.002341064,0.0007826971,0.001341291,0.0007557048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670799,"about_ca_system_score_gemma":0.004329709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06559143,"about_ca_topic_score_gemma":0.1077634,"domain_scores_codex":[0.996922,0.000975853,0.0006521088,0.0002765751,0.0008797951,0.0002937387],"domain_scores_gemma":[0.9884543,0.004525712,0.003273753,0.0003052343,0.002613789,0.0008273068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004511691,0.0000933073,0.226734,0.03204143,0.0005622684,0.0007762157,0.002131965,0.0001151509,0.0003169126,0.003691306,0.2640909,0.4689952],"study_design_scores_gemma":[0.0001548587,0.0002390776,0.5463744,0.1337903,0.001223305,0.001884591,0.005535879,0.0001859228,0.0003180964,0.002658644,0.3075445,0.00009038927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04414826,0.6002201,0.0004289303,0.3067259,0.01068796,0.000289348,0.006266425,0.00004838586,0.0311846],"genre_scores_gemma":[0.2624709,0.6190518,0.001979946,0.09784769,0.00903038,0.0004031392,0.003969646,0.00003322516,0.005213221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9344085,"threshold_uncertainty_score":0.1304193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186125323701863,"score_gpt":0.3356508133531266,"score_spread":0.283789560116108,"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."}}