{"id":"W4318320674","doi":"10.14309/ajg.0000000000002171","title":"Molecular Characteristics of Early-Onset Colorectal Cancer According to Detailed Anatomical Locations: Comparison With Later-Onset Cases","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Lunenfeld-Tanenbaum Research Institute; Ontario Institute for Cancer Research; University of Toronto; Mount Sinai Hospital","funders":"Office of Research Infrastructure Programs, National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Health and Human Services; National Institutes of Health; Canadian Cancer Society Research Institute; Knut och Alice Wallenbergs Stiftelse; Fred Hutchinson Cancer Research Center; Centers for Disease Control and Prevention; Cancerfonden; Umeå Universitet; World Health Organization; National Cancer Institute; Vetenskapsrådet","keywords":"Medicine; Colorectal cancer; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003342518,0.0002140099,0.00024878,0.001572688,0.000239033,0.0004610448,0.0002588893,0.0003816252,0.001986708],"category_scores_gemma":[0.001256221,0.0002188274,0.0003395424,0.0009552408,0.0002715393,0.0003940909,0.0004404158,0.0002252286,0.0002750359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143256,"about_ca_system_score_gemma":0.0001777745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831933,"about_ca_topic_score_gemma":0.002864886,"domain_scores_codex":[0.9997099,0.00004050819,0.00003956548,0.00009797706,0.00004789917,0.0000641131],"domain_scores_gemma":[0.9990632,0.0001303906,0.0004609637,0.00006482454,0.00007787109,0.0002027842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009442538,0.000009843367,0.9983026,0.000008525682,0.00002257927,0.0001544197,0.00003492144,0.00002412328,0.0005672622,0.000009597608,0.00002006758,0.0007515834],"study_design_scores_gemma":[0.000002304966,0.00003601124,0.9989892,0.000003081404,0.0000135633,0.0006155367,0.0001076566,0.00007018423,0.00006604098,0.000008745534,0.00008583297,0.000001805142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992347,0.0002769271,0.00006353168,0.000007789972,0.00000209307,0.00000587972,0.0001715238,0.000002574646,0.0002350145],"genre_scores_gemma":[0.9994782,0.0001113357,0.00007237705,0.000005145733,0.000003677651,0.000005110525,0.0002391279,0.00000142423,0.00008375628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002831933,"threshold_uncertainty_score":0.006646216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414886958294235,"score_gpt":0.2924759646714604,"score_spread":0.278327095088518,"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."}}