{"id":"W4229030236","doi":"10.3390/curroncol29050256","title":"Early-Age-Onset Colorectal Cancer in Canada: Evidence, Issues and Calls to Action","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada); University of Calgary; Alberta Health Services; University of Alberta; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Colorectal cancer; Incidence (geometry); Disease; Cancer; Etiology; Family medicine; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001989061,0.00009965946,0.0002663643,0.0001569607,0.0001051469,0.0000069621,0.00005542237,0.00003585351,0.0002752781],"category_scores_gemma":[0.0001071507,0.0001031028,0.00002403801,0.000368246,0.00002783449,0.00004318122,0.0001124926,0.0004055889,0.000002742756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003511142,"about_ca_system_score_gemma":0.001561364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7486269,"about_ca_topic_score_gemma":0.9409965,"domain_scores_codex":[0.9989379,0.0001373563,0.0001842809,0.0002789667,0.000229627,0.0002318606],"domain_scores_gemma":[0.999559,0.0001173807,0.00005377266,0.00008219199,0.00004490984,0.0001426925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006074312,0.0001155722,0.5399433,0.00006505875,0.00002493955,0.000144717,0.001182868,0.0002202082,0.001606362,0.000005486575,0.0118469,0.4387703],"study_design_scores_gemma":[0.0008150887,0.003426939,0.8800738,0.00008316737,0.00003769621,0.0001232294,0.0005672417,0.000462504,0.0006289927,0.00001763881,0.1136308,0.0001328914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904534,0.004279541,0.00001109035,0.002567729,0.002098693,0.0004136678,0.00002513182,0.00002797,0.0001228142],"genre_scores_gemma":[0.9985318,0.000409511,0.0000292394,0.0002284365,0.0001844577,0.0004503305,0.000006538779,0.00000963377,0.0001500307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4386374,"threshold_uncertainty_score":0.9181513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201612146191332,"score_gpt":0.4178671495720501,"score_spread":0.2977059349529169,"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."}}