{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004266033,0.0001335856,0.0003416571,0.0001201826,0.00002693006,0.00001229261,0.0001670851,0.0002166897,0.3524239],"category_scores_gemma":[0.0001147285,0.0001023801,0.00008482925,0.0000358853,0.0000833472,0.000006726308,0.00007594526,0.0003669754,0.001229808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003687064,"about_ca_system_score_gemma":0.0001786143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005034161,"about_ca_topic_score_gemma":0.001132839,"domain_scores_codex":[0.9991972,0.000008269001,0.0000762318,0.0002114432,0.0002976708,0.0002091514],"domain_scores_gemma":[0.9990623,0.00001420439,0.00005500218,0.0006507304,0.00004678613,0.0001710067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000368842,0.0000790634,0.00004265488,0.000195787,0.00004289189,0.0000679863,0.000003582665,2.009564e-9,0.000004438357,0.00001442008,0.8386232,0.1608891],"study_design_scores_gemma":[0.0007195555,0.00009996749,0.003269075,0.0001684516,0.0000459363,0.00001087969,0.000001900519,0.000009682469,0.000005985858,0.00001955817,0.9955491,0.00009991289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003533343,0.002273787,0.000006002067,0.001019579,0.0001776781,0.0002142351,0.001333893,0.0001267921,0.9948445],"genre_scores_gemma":[0.00009236452,0.001083436,0.0003658666,0.0004660546,0.003696348,0.000009241709,0.001618534,0.0002640238,0.9924041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3511941,"threshold_uncertainty_score":0.9995478,"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."}}