{"id":"W2042276275","doi":"10.1097/pas.0b013e31829f306a","title":"Interobserver Agreement for Assessing Invasion in Stage 1A Vulvar Squamous Cell Carcinoma","year":2013,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; McMaster University Medical Centre; Juravinski Hospital","funders":"","keywords":"Medicine; Vulvar cancer; Vulvar Carcinoma; Stage (stratigraphy); Vulva; Pathology; Basal cell; Carcinoma; Major duodenal papilla; Radiology; Internal medicine; Biology","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":[0.06935316,0.0007018553,0.0009670877,0.004561077,0.001125906,0.001832289,0.001647716,0.001071111,0.001030162],"category_scores_gemma":[0.1175581,0.0006770216,0.001452796,0.001574375,0.00185622,0.001537171,0.003102447,0.0008293655,0.0005100816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018781,"about_ca_system_score_gemma":0.0007479364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489319,"about_ca_topic_score_gemma":0.004120036,"domain_scores_codex":[0.924823,0.03955832,0.01019479,0.006581132,0.01746743,0.001375344],"domain_scores_gemma":[0.8400592,0.1146004,0.009634118,0.01191296,0.02233999,0.001453451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002402988,0.0001695374,0.8988073,0.0006931187,0.00147557,0.0005073671,0.01150364,0.002899464,0.009229631,0.001024681,0.001113157,0.07017359],"study_design_scores_gemma":[0.0001172928,0.0009976384,0.9478773,0.0004414674,0.0008504316,0.001920852,0.004754828,0.02492231,0.01109285,0.002781168,0.004009563,0.0002342589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549202,0.002526806,0.03329575,0.0001032247,0.0002106334,0.0004970076,0.0003086826,0.0002167316,0.00792096],"genre_scores_gemma":[0.9862032,0.0002237489,0.01246529,0.00003332064,0.00004211308,0.0002166168,0.0002272024,0.00005750748,0.0005310791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06935316,"threshold_uncertainty_score":0.3667789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028092066894393,"score_gpt":0.3426619188148248,"score_spread":0.2923809981458809,"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."}}