{"id":"W2331204451","doi":"10.1097/pcr.0b013e3182990fab","title":"Superficially Invasive Squamous Cell Carcinoma of the Vulva and Vagina","year":2013,"lang":"en","type":"article","venue":"Pathology Case Reviews","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Vulva; Medicine; Basal cell; Vagina; Vulvar cancer; Pathology; Surgery","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":[0.0001824177,0.000418725,0.0002881679,0.001340619,0.0008124842,0.000660727,0.0004034756,0.001067051,0.002710987],"category_scores_gemma":[0.001213809,0.0001772356,0.0002349621,0.0007650597,0.0005726304,0.0005942341,0.000553142,0.0006675943,0.0006592891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206207,"about_ca_system_score_gemma":0.0004913098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899234,"about_ca_topic_score_gemma":0.003894921,"domain_scores_codex":[0.9997934,0.00002984004,0.00003232671,0.00002197704,0.00006775786,0.00005470771],"domain_scores_gemma":[0.9997091,0.00009147155,0.00006637147,0.0000361373,0.00002952446,0.00006741597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001089515,0.00009579472,0.04721887,0.0002896013,0.0000248215,0.8877013,0.0007934315,0.0002144337,0.01019511,0.003125507,0.001545256,0.04868696],"study_design_scores_gemma":[0.000006204339,0.000178822,0.03498641,0.0001327236,0.00001787251,0.9460223,0.000563973,0.0002040131,0.001943719,0.001219272,0.01470658,0.00001804017],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742884,0.04819608,0.002805212,0.001683231,0.0005485712,0.0003388999,0.0003935875,0.0001037649,0.07164222],"genre_scores_gemma":[0.9848529,0.007426827,0.001184545,0.0005916824,0.0002621174,0.00002356377,0.00008932201,0.000007696723,0.005561383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002710987,"threshold_uncertainty_score":0.009069204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460393504122694,"score_gpt":0.2632616514047399,"score_spread":0.238657716363513,"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."}}