{"id":"W2906059673","doi":"10.1016/j.jogc.2018.07.004","title":"No. 370-Management of Squamous Cell Cancer of the Vulva","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Medicine; Squamous cell cancer; Vulva; Vulvar cancer; Basal cell; Cancer; Dermatology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003456057,0.0002183068,0.000324098,0.0004916867,0.0006700024,0.0004939677,0.0007475078,0.001080172,0.0531929],"category_scores_gemma":[0.0006528199,0.00009432076,0.0004213475,0.0005953052,0.0004495416,0.0003822742,0.0004021211,0.0009231705,0.01035867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256245,"about_ca_system_score_gemma":0.002396707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006517838,"about_ca_topic_score_gemma":0.01636289,"domain_scores_codex":[0.9997652,0.0000417629,0.00002626408,0.00002719788,0.00009002541,0.00004962316],"domain_scores_gemma":[0.999567,0.00007328094,0.00004203959,0.00002087097,0.00006548534,0.0002312261],"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":[0.001829342,0.000377393,0.0192745,0.002987145,0.0001027545,0.003651259,0.0001638879,0.0006714912,0.004801633,0.005956993,0.3352633,0.6249203],"study_design_scores_gemma":[0.0004984747,0.002862093,0.04603389,0.002152397,0.0001387791,0.008507098,0.0003605864,0.0003642571,0.002375961,0.002408565,0.9342655,0.00003244263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.07642121,0.1707447,0.001111893,0.04155659,0.01193672,0.0008337325,0.007216183,0.0002273801,0.6899515],"genre_scores_gemma":[0.3882229,0.1987806,0.004497062,0.02397491,0.01916436,0.00038647,0.01219811,0.0002187026,0.3525569],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0531929,"threshold_uncertainty_score":0.177948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319470487234723,"score_gpt":0.2512952359505475,"score_spread":0.2381005310782003,"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."}}