{"id":"W3196149720","doi":"10.1097/pas.0000000000001790","title":"Routine Elastin Staining in Surgically Resected Colorectal Cancer","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; London Health Sciences Centre; Western University; Princess Margaret Cancer Centre; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Elastin; Colorectal cancer; Medicine; Staining; Pathology; Cancer; 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":[0.00365044,0.0001861663,0.0003967594,0.005048146,0.0002083891,0.0007238479,0.0004001302,0.0002907878,0.0003606901],"category_scores_gemma":[0.02656379,0.0002567211,0.0004955664,0.003749663,0.0004925872,0.0007045506,0.0005369341,0.0002461394,0.00009606329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812555,"about_ca_system_score_gemma":0.001011886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795155,"about_ca_topic_score_gemma":0.007692574,"domain_scores_codex":[0.996115,0.001018321,0.001408153,0.0003424081,0.001018474,0.00009753987],"domain_scores_gemma":[0.9649161,0.01320281,0.01670002,0.0008848902,0.003788015,0.0005080191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006025225,0.00003322526,0.8790886,0.01437503,0.0007850982,0.001470232,0.0008571792,0.0001556839,0.003135732,0.00006734756,0.001406325,0.09802286],"study_design_scores_gemma":[0.0000199623,0.0003988933,0.9810717,0.003600396,0.0009492742,0.006168524,0.0007910762,0.0001983663,0.001462289,0.00004435669,0.00527514,0.00001997098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7021946,0.2932849,0.0006407062,0.0005709484,0.0001498211,0.00009281616,0.001222799,0.00003546203,0.001807883],"genre_scores_gemma":[0.9524881,0.04591561,0.000648656,0.0001562064,0.00007042985,0.00003202189,0.0005440396,0.000008032689,0.0001370864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005048146,"threshold_uncertainty_score":0.01930559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923185167407323,"score_gpt":0.3229871362764962,"score_spread":0.303755284602423,"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."}}