{"id":"W4380047033","doi":"10.1016/j.currproblcancer.2023.100970","title":"Imaging of colon and rectal cancer","year":2023,"lang":"en","type":"article","venue":"Current Problems in Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Western University","funders":"","keywords":"Medicine; Colorectal cancer; Radiology; Cancer; Primary tumor; Neoadjuvant therapy; Internal medicine; Metastasis","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":[0.0001300331,0.0001262544,0.0002931626,0.0001621539,0.00002279658,0.000006727319,0.00004842476,0.0000344487,0.0002003662],"category_scores_gemma":[0.00002430757,0.0001082941,0.00004717575,0.0006298786,0.00009225721,0.00006583794,0.00007634048,0.0001662773,0.000006918012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976384,"about_ca_system_score_gemma":0.0001542576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000640176,"about_ca_topic_score_gemma":0.0003845241,"domain_scores_codex":[0.9989833,0.00002182831,0.0002445861,0.0002848797,0.0002047486,0.0002606304],"domain_scores_gemma":[0.9996073,0.00005183863,0.00007582564,0.000119402,0.00006112881,0.00008445668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005269,0.00008750246,0.7598311,0.0004080396,0.00002803574,0.00001229449,0.0003653057,0.00008525271,0.001140009,0.00002117958,0.0009413045,0.2369794],"study_design_scores_gemma":[0.004762348,0.0002249593,0.9461942,0.003265692,0.0001184152,0.00001294215,0.00006682362,0.002774579,0.00323501,0.0005872482,0.03847153,0.0002862929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697552,0.02718007,0.000003494217,0.0006340208,0.000821973,0.000559331,0.00004325401,0.00006490768,0.0009377428],"genre_scores_gemma":[0.9866393,0.01236993,0.0000198595,0.00003284259,0.00009186814,0.0005920681,0.00001244489,0.00001931364,0.0002223696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366931,"threshold_uncertainty_score":0.4416107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06893964054997984,"score_gpt":0.393618622356265,"score_spread":0.3246789818062852,"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."}}