{"id":"W2403788278","doi":"10.1056/jg200902200000002","title":"Colonoscopy and Colorectal Cancer Mortality","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Sigmoidoscopy; Colorectal cancer; Colorectal cancer screening; Population; Disease; Internal medicine; General surgery; Cancer; Environmental health","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":[0.0005258066,0.0001155587,0.0001725035,0.001048866,0.0003256925,0.0005901792,0.0002285219,0.0005310213,0.003805141],"category_scores_gemma":[0.006300327,0.0001266008,0.0003863611,0.001386836,0.000301413,0.0003222533,0.0003050385,0.0007443342,0.0003366579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317842,"about_ca_system_score_gemma":0.0007274224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08052226,"about_ca_topic_score_gemma":0.09183957,"domain_scores_codex":[0.999499,0.0001509741,0.00003645165,0.00006198682,0.0001556201,0.0000959527],"domain_scores_gemma":[0.9969882,0.0005865626,0.00128966,0.0001346906,0.0004427744,0.0005581213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433684,0.00001988739,0.9920939,0.00003650029,0.0001045094,0.00005421934,0.00002875547,0.00008632869,0.00004890561,0.0001378029,0.0009791132,0.006266782],"study_design_scores_gemma":[0.000004098778,0.00002745256,0.9984504,0.00002374582,0.00003437132,0.0001189839,0.00003035585,0.0001107395,0.00001606108,0.00009140266,0.001089502,0.00000280715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328031,0.04359978,0.0003090741,0.005945904,0.0001319642,0.00001460976,0.003147104,0.00003596083,0.01401244],"genre_scores_gemma":[0.9929481,0.004800028,0.0001181261,0.0002181468,0.0001371209,0.000003751354,0.0008220898,0.000003566925,0.0009492294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08052226,"threshold_uncertainty_score":0.1601071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287825917399828,"score_gpt":0.336668143456517,"score_spread":0.3137898842825187,"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."}}