{"id":"W2164975414","doi":"10.1136/jclinpath-2011-200284","title":"The prognostic benefits of routine staining with elastica to increase detection of venous invasion in colorectal cancer specimens","year":2011,"lang":"en","type":"letter","venue":"Journal of Clinical Pathology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Medicine; Audit; Cancer; General surgery; Pathology; Internal medicine; Oncology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731401,0.0004578581,0.0005734655,0.001029549,0.00104177,0.001406175,0.001151401,0.00758373,0.003019046],"category_scores_gemma":[0.03001991,0.0004769065,0.000447331,0.0009062923,0.001660571,0.001611457,0.0004686275,0.006893809,0.002580413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636916,"about_ca_system_score_gemma":0.0008757355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005234874,"about_ca_topic_score_gemma":0.009631119,"domain_scores_codex":[0.9975986,0.0007982039,0.0003874524,0.0002726418,0.0006207378,0.0003222871],"domain_scores_gemma":[0.9838441,0.008663314,0.00150732,0.0006056487,0.004181033,0.001198609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008795729,0.000295036,0.1103637,0.0004420287,0.00007152135,0.09793141,0.001393913,0.000466533,0.004019646,0.001254171,0.6835423,0.09934031],"study_design_scores_gemma":[0.0003686013,0.001434903,0.1560352,0.001165621,0.000211525,0.3803341,0.002879781,0.005317086,0.005190029,0.006704187,0.4399394,0.0004195441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04391173,0.005155234,0.0006897942,0.9232594,0.01549461,0.00004894983,0.0001623315,0.0001229707,0.01115497],"genre_scores_gemma":[0.374924,0.009677282,0.003436121,0.4633934,0.1345299,0.00007047739,0.0002197737,0.0001682648,0.01358077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00758373,"threshold_uncertainty_score":0.0191322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273031167862246,"score_gpt":0.3520134276162776,"score_spread":0.2892831159376551,"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."}}