{"id":"W4387902743","doi":"10.3390/curroncol30110680","title":"Breaking Down Barriers to Detection and Care in Early-Age-Onset Colorectal Cancer in Canada","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of British Columbia; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Colorectal cancer; Medicine; Multidisciplinary approach; Cancer; Family medicine; Fertility; Gerontology; Oncology; Internal medicine; Population; Political science; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004161459,0.0002575753,0.0004624707,0.001072379,0.01194711,0.003810358,0.002186161,0.001420143,0.002930674],"category_scores_gemma":[0.01634667,0.0003423511,0.0005158399,0.002239527,0.002633794,0.00113812,0.004339353,0.003962327,0.0001373164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09182721,"about_ca_system_score_gemma":0.2686659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990724,"about_ca_topic_score_gemma":0.9954945,"domain_scores_codex":[0.9926389,0.001100153,0.0002696602,0.0003027151,0.002007176,0.003681408],"domain_scores_gemma":[0.9767668,0.002272835,0.001403083,0.0001521817,0.005635084,0.01377002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004349663,0.0004373832,0.3959026,0.00219169,0.0001647394,0.004052178,0.09954453,0.001188914,0.001575539,0.01462226,0.2034943,0.2763909],"study_design_scores_gemma":[0.0001077005,0.0003377936,0.5521047,0.003459659,0.0001353407,0.001006976,0.2102877,0.001624584,0.0006099078,0.003541029,0.2264763,0.000308251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4349621,0.02438299,0.0013431,0.486391,0.001968367,0.000420612,0.0007625283,0.00009945811,0.04966986],"genre_scores_gemma":[0.9579393,0.01066487,0.001680944,0.02377875,0.0001783204,0.0000886554,0.0002923635,0.0000353494,0.005341501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09182721,"threshold_uncertainty_score":0.6662562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226083894647249,"score_gpt":0.342587414333367,"score_spread":0.3103265753868945,"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."}}