{"id":"W4379983501","doi":"10.1158/1538-7445.am2023-1177","title":"Abstract 1177: Genomic characteristics and clinical outcomes of early onset colorectal cancer (EOCRC): Findings from AACR Project GENIE Biopharma Collaborative registry","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Stage (stratigraphy); Cancer; Exact test; Oncology; Colorectal cancer; Cohort; Incidence (geometry); Population; Cancer registry; Multivariate analysis; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001638103,0.0002503309,0.0005506743,0.001599593,0.0003248558,0.000878871,0.0006406457,0.0003918497,0.004836212],"category_scores_gemma":[0.007590599,0.0001798381,0.0005569991,0.00372442,0.0001640637,0.0004590684,0.001288314,0.0005724298,0.001113499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141011,"about_ca_system_score_gemma":0.0009269238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525856,"about_ca_topic_score_gemma":0.01886582,"domain_scores_codex":[0.9982163,0.0004198817,0.0002596074,0.0005070486,0.0004111213,0.0001859406],"domain_scores_gemma":[0.9921666,0.001408576,0.003331503,0.0008915016,0.001355387,0.0008464424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004681173,0.00002523073,0.981847,0.0001521354,0.0002459246,0.00009433435,0.00004744945,0.0001362,0.000179683,0.00007156144,0.01197348,0.004758912],"study_design_scores_gemma":[0.00004169154,0.00004014655,0.9964057,0.00005458029,0.0001386854,0.0001854443,0.00006395814,0.0002086629,0.00006653443,0.00003654813,0.002752139,0.000005908021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7415771,0.002004109,0.0007037476,0.0007337524,0.0000598594,0.00008548581,0.2507332,0.00009404588,0.004008726],"genre_scores_gemma":[0.8205733,0.0007162727,0.0006532936,0.0002597317,0.00009117979,0.0001550207,0.1763437,0.00005742192,0.001150125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525856,"threshold_uncertainty_score":0.03033948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304243840597342,"score_gpt":0.4806977723498529,"score_spread":0.3502733882901187,"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."}}