{"id":"W1957979344","doi":"10.1148/radiology.214.3.r00mr46615","title":"1998 RSNA Annual Oration in Diagnostic Radiology","year":2000,"lang":"en","type":"article","venue":"Radiology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Colorectal cancer; MEDLINE; General surgery; Cancer; Family medicine; Internal medicine","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":[0.0001924541,0.00009652682,0.0002654765,0.0001276495,0.00003418735,0.00000301049,0.00004476283,0.0001878359,0.0003790114],"category_scores_gemma":[0.0003499936,0.00008850552,0.00004469011,0.0002050541,0.00008105919,0.00004587804,0.000007306562,0.0002174867,0.0002052121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127674,"about_ca_system_score_gemma":0.00005566253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975578,"about_ca_topic_score_gemma":0.0002088814,"domain_scores_codex":[0.9990992,0.00012662,0.0002342086,0.000249209,0.00005693641,0.0002338013],"domain_scores_gemma":[0.999373,0.0003611037,0.00003346687,0.0001499573,0.00001750718,0.00006501217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01174918,0.0002716276,0.5028492,0.00005855823,0.0001047109,0.0007346259,0.001947994,0.001742655,0.003098827,0.0004742504,0.01411294,0.4628554],"study_design_scores_gemma":[0.002699527,0.005163047,0.9308938,0.00002946868,0.00003585473,0.003578307,0.00007192135,0.001961757,0.0003467017,0.0004572878,0.05457268,0.0001896944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936485,0.000841769,0.0002264076,0.0005922607,0.0002745064,0.0002059131,0.000005478804,0.00008131607,0.004123894],"genre_scores_gemma":[0.9978467,0.0002754572,0.0002126911,0.0005294015,0.0003962264,0.00004574111,0.00004472595,0.00001037545,0.0006387271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626657,"threshold_uncertainty_score":0.4149909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009217317198582644,"score_gpt":0.2580872781570678,"score_spread":0.2488699609584851,"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."}}