{"id":"W6884640590","doi":"10.11575/prism/3674","title":"Comparison of colposcopic impression, cervical punch biopsy histopathology, and final cervical ecision histopathology and description of colposcopic practice in the mangement of cervical dysplasia in the Calgary health region","year":2010,"lang":"en","type":"other","venue":"Libraries and Cultural Resources (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Punch Biopsy; Colposcopy; Histopathology; Biopsy; Dysplasia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065053,0.0003855372,0.001230946,0.0004316194,0.0001969946,0.00003535349,0.0006626518,0.0007229558,0.000109338],"category_scores_gemma":[0.0001231263,0.0002709248,0.00009531267,0.0004817491,0.002177648,0.0003428864,0.0005144103,0.0009137503,0.000001195827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006388905,"about_ca_system_score_gemma":0.0000983125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00647965,"about_ca_topic_score_gemma":0.003512817,"domain_scores_codex":[0.9963567,0.001433245,0.0006924801,0.0005810767,0.0005817374,0.0003547822],"domain_scores_gemma":[0.997449,0.0004563991,0.001393813,0.0004764444,0.0001012057,0.0001230745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0165598,0.004934699,0.4641206,0.01100548,0.0002309436,0.001082705,0.3012809,0.000005814035,0.01098085,0.02711055,0.1269294,0.03575835],"study_design_scores_gemma":[0.003221093,0.001788214,0.8400291,0.001125251,0.000288775,0.0003455959,0.03136329,0.0004504888,0.00002909404,0.0003114066,0.1206874,0.0003603813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732821,0.01439145,0.0001495047,0.002823739,0.0001103912,0.001218465,0.00005013138,0.00002886959,0.007945336],"genre_scores_gemma":[0.9853223,0.002473308,0.007300872,0.000330429,0.00005991946,0.000008475457,0.0002069725,0.0001137509,0.004183988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3759084,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307195567802167,"score_gpt":0.2705237884040541,"score_spread":0.2398042316238373,"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."}}