{"id":"W2911651220","doi":"10.1136/jclinpath-2018-205632","title":"International Endocervical Adenocarcinoma Criteria and Classification (IECC): correlation with adverse clinicopathological features and patient outcome","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Adenocarcinoma; Internal medicine; Stage (stratigraphy); Univariate analysis; Lymphovascular invasion; Oncology; Gastroenterology; Pathology; Multivariate analysis; Cancer; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057719,0.0002683779,0.0003697983,0.001498766,0.0003486157,0.0005023892,0.0003545523,0.00051843,0.001972104],"category_scores_gemma":[0.004536683,0.00008958968,0.0002171486,0.001345584,0.0003773232,0.0003558701,0.0006084626,0.0004054002,0.0002683718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392164,"about_ca_system_score_gemma":0.0003962838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931511,"about_ca_topic_score_gemma":0.001839185,"domain_scores_codex":[0.9995601,0.0000963753,0.00005485772,0.00009000505,0.00011386,0.00008479773],"domain_scores_gemma":[0.9970695,0.0005354038,0.0009974056,0.0001431147,0.0004452382,0.0008094169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008527411,0.000006783086,0.9980686,0.000006320373,0.00001179913,0.00008644196,0.00001196118,0.00003372108,0.00008794409,0.00001492129,0.0001345938,0.001451584],"study_design_scores_gemma":[0.000006159931,0.0000519408,0.9981737,0.00001007025,0.00001553838,0.001026001,0.0000562234,0.0002131023,0.00003749778,0.00004811538,0.0003579214,0.000003843055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947694,0.001592756,0.0003408776,0.0001470035,0.00004014014,0.00003796183,0.0006619786,0.000008991582,0.002400882],"genre_scores_gemma":[0.9983262,0.000227349,0.0002727743,0.00002330663,0.00003096872,0.00002519933,0.0009201814,0.000003169398,0.0001707571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972104,"threshold_uncertainty_score":0.00659734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07787595812001377,"score_gpt":0.4069924405363099,"score_spread":0.3291164824162961,"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."}}