{"id":"W2258960922","doi":"10.1056/jg201301250000001","title":"More Evidence That Poor Adenoma Detection Increases Cancer Risk","year":2013,"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; Cancer; Adenoma; Internal medicine; Oncology","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":[0.0002492418,0.0001346126,0.0002088053,0.0000906686,0.0002829163,0.0001005354,0.00007525017,0.00009635816,0.0007771315],"category_scores_gemma":[0.0004008708,0.00009941668,0.0001398969,0.0002179611,0.0000358578,0.0004108416,0.00002800998,0.0005967298,0.00008596645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939392,"about_ca_system_score_gemma":0.0001018516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233589,"about_ca_topic_score_gemma":0.0005465416,"domain_scores_codex":[0.998889,0.00007510021,0.0002128161,0.000181593,0.0003999233,0.0002415115],"domain_scores_gemma":[0.9989782,0.0001016551,0.0002643965,0.0001430769,0.0002507987,0.0002618786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002932519,0.00009982234,0.270324,0.00006803341,0.0001791174,0.00007501504,0.0005755482,0.00008180537,0.02127175,3.297925e-7,0.01576138,0.6886307],"study_design_scores_gemma":[0.001309404,0.002486038,0.9286602,0.0007938447,0.0003561688,0.003251419,0.0007382624,0.00209634,0.05069103,0.0001806983,0.009164182,0.0002724604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867114,0.002894354,0.001356694,0.00811827,0.0004992097,0.000226181,0.000002165889,0.00007606817,0.0001156264],"genre_scores_gemma":[0.9924958,0.003862786,0.000327322,0.0004089636,0.00116889,0.00005702022,5.316875e-7,0.00002020549,0.001658474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6883582,"threshold_uncertainty_score":0.9942411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180532242970653,"score_gpt":0.3027466476674244,"score_spread":0.2709413252377179,"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."}}