{"id":"W4361288156","doi":"10.1097/sga.0000000000000738","title":"COLORECTAL CANCER SCREENING: WE STILL HAVE WORK TO DO","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Colorectal cancer; Endoscopy; Colorectal cancer screening; Internal medicine; Family medicine; General surgery; Nursing; Cancer; Colonoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001814705,0.0001921696,0.0003331015,0.0003808745,0.0001190814,0.00002580424,0.0000939748,0.0001173556,0.00009083161],"category_scores_gemma":[0.00006030331,0.0001914178,0.0001184967,0.0005543619,0.0001120951,0.00005088832,0.00005139868,0.0003156193,0.00008379718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177597,"about_ca_system_score_gemma":0.00003344335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005067197,"about_ca_topic_score_gemma":0.000112285,"domain_scores_codex":[0.9983566,0.00006637364,0.0002306891,0.0004454329,0.0002345178,0.0006663181],"domain_scores_gemma":[0.9993332,0.00004250286,0.00006539756,0.0001884512,0.00008247322,0.0002879823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04202561,0.000128017,0.7018064,0.00003329654,0.0001886689,0.0001521107,0.003702925,0.001663431,0.007239638,0.000007721223,0.03384571,0.2092064],"study_design_scores_gemma":[0.002022878,0.005449676,0.9839361,0.0009378121,0.0001370286,0.0002275191,0.0007621747,0.001051419,0.001978974,0.00006046082,0.00327752,0.000158426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806241,0.0001590299,0.003249214,0.01362688,0.00111309,0.0003540861,0.0000102188,0.0004058754,0.0004575124],"genre_scores_gemma":[0.9967304,0.00002927485,0.00135873,0.0008495446,0.0003975461,0.0001050767,0.00001584214,0.00003909524,0.0004744588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2821297,"threshold_uncertainty_score":0.780579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828031236914331,"score_gpt":0.3156996134688685,"score_spread":0.2874193010997252,"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."}}