{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824441,0.00008289584,0.0001800059,0.00003618433,0.0001431205,0.00003991364,0.00002853848,0.00006493742,0.00009753295],"category_scores_gemma":[0.00003837138,0.00006500912,0.00005683361,0.0001228271,0.00002704932,0.00007844982,0.000008301573,0.0003195092,0.000003729412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605747,"about_ca_system_score_gemma":0.00009066796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263068,"about_ca_topic_score_gemma":0.0001250756,"domain_scores_codex":[0.9993505,0.00002188767,0.000156954,0.0001185776,0.0001904272,0.0001616568],"domain_scores_gemma":[0.9995865,0.0000158743,0.00006772277,0.000056846,0.00008790552,0.0001851367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.022347,0.0003822275,0.584536,0.00006593734,0.0003448671,0.0005370278,0.001811128,0.00004835937,0.09027506,0.00006419233,0.04052019,0.259068],"study_design_scores_gemma":[0.001297957,0.005508017,0.9659156,0.00007951092,0.0001214793,0.001457756,0.00006301766,0.0003606166,0.01889913,0.0006167738,0.00556196,0.0001181715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867973,0.0006693199,0.00009391914,0.01082444,0.0003097906,0.00009884932,0.000001800733,0.00003750122,0.00116709],"genre_scores_gemma":[0.9971816,0.0009056103,0.0003025314,0.0006181241,0.0005385462,0.000004022549,8.078881e-7,0.00000583551,0.0004429081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813796,"threshold_uncertainty_score":0.2650995,"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."}}