{"id":"W2131101814","doi":"10.1136/gutjnl-2013-306503","title":"An updated Asia Pacific Consensus Recommendations on colorectal cancer screening","year":2014,"lang":"en","type":"article","venue":"Gut","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":410,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Colonoscopy; Chromoendoscopy; Family medicine; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04374903,0.002544808,0.002531228,0.01120376,0.001915143,0.002872438,0.00656387,0.007424847,0.006557611],"category_scores_gemma":[0.07067972,0.001310522,0.005453215,0.006372024,0.001379507,0.003277682,0.004413179,0.009581763,0.004355568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007413077,"about_ca_system_score_gemma":0.04127656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255984,"about_ca_topic_score_gemma":0.02046326,"domain_scores_codex":[0.9618655,0.01676627,0.008295472,0.0009910454,0.01036435,0.001717461],"domain_scores_gemma":[0.9124222,0.0144718,0.007667172,0.001027547,0.06013855,0.004272682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008983778,0.0001662823,0.002033205,0.01426713,0.0002160995,0.0004972002,0.0009320352,0.0009362008,0.0003169979,0.00409205,0.6885791,0.2878738],"study_design_scores_gemma":[0.0001990533,0.0001563243,0.006787408,0.06056345,0.0007093971,0.001388455,0.001173897,0.0009143539,0.0003755036,0.006675899,0.9209012,0.0001550758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004042129,0.2764026,0.05337696,0.502426,0.07025839,0.01093754,0.01313337,0.001366506,0.0680566],"genre_scores_gemma":[0.03072305,0.3928796,0.3748674,0.09933236,0.00888872,0.02257559,0.03673496,0.0003356241,0.0336627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04374903,"threshold_uncertainty_score":0.2313698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603292277187753,"score_gpt":0.3120248608707228,"score_spread":0.2859919380988453,"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."}}