{"id":"W4307906570","doi":"10.1016/j.clinimag.2022.10.014","title":"Incidental findings on staging CT for rectal cancer: Frequency, clinical significance and outcomes","year":2022,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Clinical significance; Colorectal cancer; Radiology; Cancer; Medical physics; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008627134,0.0003357012,0.0004090983,0.002052431,0.0004908728,0.00125043,0.0005003574,0.0007857138,0.002175081],"category_scores_gemma":[0.01191615,0.0003095229,0.0004072129,0.001653229,0.0006532198,0.001329601,0.000830517,0.0005738734,0.0002646329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821245,"about_ca_system_score_gemma":0.000411501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371104,"about_ca_topic_score_gemma":0.003129657,"domain_scores_codex":[0.9992203,0.0001705882,0.0001125723,0.0001122697,0.0001908534,0.0001935288],"domain_scores_gemma":[0.9945116,0.001696475,0.002323918,0.0002618794,0.0005453057,0.0006608105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000087086,0.00001646153,0.9981805,0.00000800611,0.00001669728,0.0003271331,0.00003199089,0.00001280156,0.0001074068,0.00001474713,0.00004160447,0.001155503],"study_design_scores_gemma":[0.000005301403,0.00007280714,0.9954121,0.0000167584,0.00003345625,0.003693809,0.0003540736,0.0001622765,0.00005819579,0.00006666627,0.0001186968,0.000005947752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973116,0.001546115,0.0001020186,0.00007104938,0.00001442761,0.000004600013,0.0001312545,0.000005231616,0.0008137878],"genre_scores_gemma":[0.9993213,0.0003432997,0.00007034282,0.00001433507,0.00003053861,0.000001946234,0.0001398651,0.000002065228,0.00007620094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371104,"threshold_uncertainty_score":0.007276416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08364925587309772,"score_gpt":0.4511154022837626,"score_spread":0.3674661464106648,"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."}}