{"id":"W4417201463","doi":"10.1158/1557-3265.earlyonsetca25-pr014","title":"Abstract PR014: FIT for red flag signs and symptoms of early onset colorectal cancer: low value or viable diagnostic tool?","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Hazard ratio; Population; Proportional hazards model; Confidence interval; Cumulative incidence; Cohort; Anemia","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":[0.002639416,0.0003119638,0.0004242698,0.0008460214,0.0002238422,0.001221262,0.0007500609,0.0006667103,0.004127562],"category_scores_gemma":[0.01797329,0.0001816715,0.0005159731,0.001341924,0.0003159874,0.0009079038,0.0005364571,0.0007842839,0.0008854214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014843,"about_ca_system_score_gemma":0.0005586779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010667,"about_ca_topic_score_gemma":0.002672768,"domain_scores_codex":[0.998149,0.0009082378,0.0002223441,0.0001817685,0.0004035196,0.0001351379],"domain_scores_gemma":[0.9898101,0.003200727,0.005010125,0.0002647755,0.001157619,0.0005566181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808374,0.0000314322,0.9936022,0.00007041703,0.00004092434,0.00004600031,0.0000200173,0.00002989557,0.00006248654,0.00003510028,0.00101956,0.004761067],"study_design_scores_gemma":[0.00009238938,0.000885617,0.9942212,0.0002318362,0.0001672461,0.0005879631,0.0003231214,0.001431712,0.0002333301,0.0001976556,0.001614234,0.00001372679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813212,0.002534274,0.001082989,0.003078928,0.0001862255,0.000103716,0.006728061,0.00005827424,0.004906399],"genre_scores_gemma":[0.9968656,0.0002671946,0.0007173085,0.0002656237,0.0001175614,0.00003354893,0.001386844,0.000006975411,0.000339416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004127562,"threshold_uncertainty_score":0.01395869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358743743193789,"score_gpt":0.4912567668193131,"score_spread":0.3553823924999342,"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."}}