{"id":"W4236349915","doi":"10.1002/9780471420194.tnmc31.pub3","title":"Vulva","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Vulva; Physical examination; Medicine; Endoscopy; General surgery; Pathology; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001537859,0.0005607394,0.0003012157,0.001343906,0.0006820714,0.001007036,0.000401848,0.0004387552,0.1628963],"category_scores_gemma":[0.0005948857,0.0001075615,0.0004534381,0.001017006,0.000194556,0.0003578579,0.0007572525,0.000583279,0.04500826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832626,"about_ca_system_score_gemma":0.0006041371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760055,"about_ca_topic_score_gemma":0.003058157,"domain_scores_codex":[0.9998079,0.00001971876,0.0000117033,0.00003219449,0.00007140834,0.00005713577],"domain_scores_gemma":[0.9998519,0.00001735965,0.0000197511,0.00002351477,0.00004570845,0.00004176816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008812763,0.0003115584,0.02761963,0.001400494,0.0001027512,0.004814206,0.0002613526,0.0004569338,0.01064986,0.007930549,0.2553819,0.6901895],"study_design_scores_gemma":[0.00004703814,0.0002067483,0.03378346,0.0004507979,0.00005128214,0.007219745,0.0001954297,0.0001265173,0.0030842,0.001888958,0.9529283,0.00001753294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05019993,0.01646587,0.002207273,0.001877368,0.001995004,0.0003724021,0.04466358,0.001042583,0.8811759],"genre_scores_gemma":[0.2820626,0.01206516,0.002529676,0.00195698,0.0007965929,0.0002270844,0.03894089,0.0004261314,0.6609949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8371037,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836597384056642,"score_gpt":0.4374138666944325,"score_spread":0.3690478928538661,"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."}}