{"id":"W2998897522","doi":"10.1097/dcr.0000000000001538","title":"Malignant Colorectal Polyp Pathology: Are We Getting Sufficient Information to Make Decisions?","year":2020,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Tumor budding; Retrospective cohort study; Lymphovascular invasion; Internal medicine; Colorectal cancer; Surgical oncology; Surgical pathology; Cohort; Colorectal Polyp; Population; Colorectal surgery; Gastroenterology; Pathology; Cancer; Colonoscopy; Lymph node metastasis; Abdominal surgery; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03193952,0.0004270131,0.001244798,0.003507203,0.001556115,0.005553195,0.002153648,0.001792215,0.002776691],"category_scores_gemma":[0.2171434,0.0006890417,0.0005332908,0.004066355,0.002950166,0.009302762,0.002789718,0.002488339,0.00133264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289299,"about_ca_system_score_gemma":0.007735739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105363,"about_ca_topic_score_gemma":0.02192206,"domain_scores_codex":[0.9769831,0.008714241,0.003743807,0.001510301,0.007594915,0.001453648],"domain_scores_gemma":[0.8189299,0.07353713,0.0413892,0.01104666,0.04305585,0.01204125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911781,0.00008606117,0.6580297,0.001160369,0.0002161517,0.0007164808,0.002361105,0.000271047,0.000230423,0.00142978,0.04105637,0.2942514],"study_design_scores_gemma":[0.00009984204,0.0004846658,0.7893609,0.01277189,0.0004392434,0.007148443,0.02072192,0.002650165,0.0008741883,0.02131419,0.1438705,0.0002640685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4391639,0.1122777,0.01824213,0.4037542,0.003782969,0.0003111453,0.003195715,0.0005381672,0.01873398],"genre_scores_gemma":[0.8858909,0.05398236,0.02518107,0.02684177,0.004429306,0.0002277354,0.00211728,0.0001893839,0.001140229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03193952,"threshold_uncertainty_score":0.1689144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305411992567902,"score_gpt":0.2649709790340957,"score_spread":0.2419168591084167,"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."}}