{"id":"W4417213901","doi":"10.1158/1557-3265.earlyonsetca25-b024","title":"Abstract B024: Feasibility of survey-based data collection in a diverse colorectal cancer cohort: Early-onset vs. average-onset","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Cancer; Cohort; Data collection; Quality of life (healthcare); Incidence (geometry); Psychological intervention; Clinical endpoint; Baseline (sea)","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":[0.03010886,0.0002723623,0.0003165184,0.0008118408,0.0008049833,0.001120514,0.001005463,0.0005884683,0.002991556],"category_scores_gemma":[0.03092925,0.000309144,0.0006360072,0.0009103943,0.0003865364,0.000791985,0.001603043,0.000515068,0.001156819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009392617,"about_ca_system_score_gemma":0.003072098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009978519,"about_ca_topic_score_gemma":0.01069454,"domain_scores_codex":[0.987384,0.00880792,0.001089399,0.0006705084,0.001351718,0.0006965326],"domain_scores_gemma":[0.9802758,0.006472921,0.003212488,0.002305079,0.00503778,0.002695951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816033,0.0009087176,0.9826697,0.00007786109,0.00004862187,0.00008399865,0.0007225753,0.0002413123,0.0008610136,0.00005596893,0.001158112,0.01135612],"study_design_scores_gemma":[0.0002674125,0.002169496,0.9933263,0.00003736034,0.00002285816,0.00009732573,0.0012815,0.001007807,0.0004358844,0.00003262243,0.001307938,0.00001359604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98877,0.00006047382,0.00133481,0.0004172963,0.00002902902,0.003536183,0.003932305,0.00004287468,0.00187697],"genre_scores_gemma":[0.9891131,0.00004184199,0.002645896,0.0002140328,0.00002307271,0.004768927,0.002718112,0.000008354093,0.0004665642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03010886,"threshold_uncertainty_score":0.1592327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3434410378495047,"score_gpt":0.5548343551026851,"score_spread":0.2113933172531804,"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."}}