{"id":"W2314005354","doi":"10.1097/pgp.0000000000000264","title":"Application of a Pattern-based Classification System for Invasive Endocervical Adenocarcinoma in Cervical Biopsy, Cone and Loop Electrosurgical Excision (LEEP) Material: Pattern on Cone and LEEP is Predictive of Pattern in the Overall Tumor","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Biopsy; Adenocarcinoma; Hysterectomy; Medicine; Stage (stratigraphy); Pathology; Radiology; Cancer; Biology; 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":[0.0009493559,0.0003136481,0.0002343645,0.00172283,0.000246828,0.0004933498,0.000353383,0.000346705,0.001147278],"category_scores_gemma":[0.002892985,0.0001148176,0.0003448188,0.0007433266,0.0002507523,0.0003825092,0.0004605998,0.0002233173,0.0004046728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971213,"about_ca_system_score_gemma":0.000510336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362327,"about_ca_topic_score_gemma":0.003351237,"domain_scores_codex":[0.9995453,0.0001190653,0.00008435994,0.0000647331,0.0001467666,0.00003970906],"domain_scores_gemma":[0.9988907,0.0002367143,0.0002424924,0.0001183209,0.0004196928,0.00009209708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000397783,0.00003948401,0.9455181,0.00007164066,0.00004733542,0.0003306438,0.0001078506,0.0003946581,0.01219047,0.0001041364,0.0002973214,0.04050047],"study_design_scores_gemma":[0.00004005278,0.0005700886,0.9753879,0.00004109926,0.00008424131,0.004340981,0.0003366973,0.01076239,0.006584175,0.0004051998,0.001424909,0.00002217667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834435,0.0003614315,0.01308229,0.00008312527,0.00003851256,0.0002366296,0.0005076877,0.00008526168,0.00216144],"genre_scores_gemma":[0.9892501,0.0001046523,0.009828976,0.00001753776,0.00001156688,0.0000959176,0.0003295192,0.000007364606,0.0003543172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362327,"threshold_uncertainty_score":0.005020738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374847484203286,"score_gpt":0.3049280976049354,"score_spread":0.2674433491846068,"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."}}