{"id":"W2977824773","doi":"10.14309/00000434-200410001-00994","title":"META-ANALYSIS OF THE DIAGNOSTIC ACCURACY OF SCREENING TESTS FOR COLORECTAL CANCER","year":2004,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Colonoscopy; Barium enema; Sigmoidoscopy; Meta-analysis; Colorectal cancer; MEDLINE; Fecal occult blood; Double-contrast barium enema; Observational study; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574428,0.0001262179,0.001206012,0.0002173733,0.00009425865,0.000005551008,0.0004466411,0.00002263308,0.00002480893],"category_scores_gemma":[0.0004121356,0.00006903614,0.001106702,0.0004968168,0.0005630247,0.00006171615,0.00003446112,0.0002175097,1.461372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005183703,"about_ca_system_score_gemma":0.00005317323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004160733,"about_ca_topic_score_gemma":0.0005346642,"domain_scores_codex":[0.9982564,0.0003358998,0.0007599205,0.0001091939,0.0002311883,0.0003073899],"domain_scores_gemma":[0.9959189,0.001155335,0.002294391,0.0002123736,0.0003382454,0.00008070083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04366034,0.001270958,0.818156,0.00009618429,0.07914903,0.000009961069,0.002647523,0.0277574,0.02102768,0.00003593212,0.000511701,0.00567729],"study_design_scores_gemma":[0.002313239,0.01765048,0.8027412,0.00004457853,0.1697893,0.000156666,0.0006197271,0.00005703456,0.006236953,0.0002554429,0.00005579245,0.00007960162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854274,0.0004882225,0.001428933,0.01207864,0.0002070452,0.0002494634,0.0001162762,0.000003158443,8.991458e-7],"genre_scores_gemma":[0.9968318,0.00003906451,0.001699251,0.001302167,0.00008584859,0.00002616007,0.000001701604,0.00001288579,0.000001094486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09064025,"threshold_uncertainty_score":0.2815212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330753938602814,"score_gpt":0.3580321917771268,"score_spread":0.2947246523910987,"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."}}