{"id":"W2593628733","doi":"10.1038/ctg.2017.6","title":"Polyp Resection - Controversial Practices and Unanswered Questions","year":2017,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"U.S. Department of Veterans Affairs","keywords":"Diminutive; Medicine; Colorectal cancer; General surgery; Resection; Cancer; Population; Surgery; Internal medicine; Environmental health","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":[0.0002602452,0.00006792991,0.0001825445,0.00003597836,0.0002675183,0.00003425301,0.00003060971,0.00009555736,0.0000250155],"category_scores_gemma":[0.0004009928,0.00005974055,0.00005591313,0.00001142297,0.0003967364,0.0001337594,0.00001709097,0.0002177721,0.000001851193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003169022,"about_ca_system_score_gemma":0.00002539745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130942,"about_ca_topic_score_gemma":0.0006140006,"domain_scores_codex":[0.9993006,0.00007161559,0.0002103349,0.0002253573,0.00008012654,0.0001119414],"domain_scores_gemma":[0.9993662,0.0001580913,0.0001912163,0.0001167312,0.00005367972,0.0001140389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02614687,0.00007747353,0.9632246,0.00001339382,0.00007926805,0.000008197041,0.00002486956,0.000001169946,0.000115025,0.0005249429,0.00006548972,0.009718665],"study_design_scores_gemma":[0.003836506,0.004648551,0.9871576,0.00002071372,0.0001063645,0.0001986764,0.00001011048,0.0008027366,0.00001238346,0.0008483539,0.002325064,0.00003286834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794183,0.0001415463,0.00150036,0.01758071,0.0003357935,0.0001233213,0.00001249626,0.00002386445,0.0008636301],"genre_scores_gemma":[0.9982802,0.0001458145,0.0006439222,0.0003985254,0.000384438,0.000007096207,0.00001054307,0.000004542863,0.0001248962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02393303,"threshold_uncertainty_score":0.2436149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824205116369748,"score_gpt":0.3982767549013752,"score_spread":0.3300347037376777,"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."}}