{"id":"W2593585233","doi":"10.1111/his.13205","title":"Human papillomavirus (<scp>HPV</scp>)‐independent vulvar squamous cell carcinoma has a worse prognosis than <scp>HPV</scp>‐associated disease: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Histopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Hazard ratio; Oncology; Retrospective cohort study; Internal medicine; Human papillomavirus; Immunohistochemistry; Confidence interval; Gastroenterology","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":[0.0006442039,0.0003478328,0.0003320752,0.0006563803,0.0006384854,0.0006525018,0.0002786583,0.0003558519,0.001461161],"category_scores_gemma":[0.001189364,0.0004402209,0.0006076374,0.0008045075,0.0003109921,0.0004313911,0.0003626494,0.0004297259,0.0003093689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244439,"about_ca_system_score_gemma":0.000370266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004343417,"about_ca_topic_score_gemma":0.004873868,"domain_scores_codex":[0.9996486,0.00005718739,0.00003764502,0.0001250241,0.00006415155,0.00006747427],"domain_scores_gemma":[0.9991129,0.0001197434,0.0003149911,0.0001958142,0.0001024931,0.0001539452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075445,0.0000155601,0.9989569,0.000003589571,0.00005879434,0.0001052303,0.00003903005,0.00001655362,0.0001659445,0.000008569644,0.00005072741,0.0004714782],"study_design_scores_gemma":[0.00001596801,0.0002161766,0.9973666,0.000006918613,0.00007344194,0.001491182,0.0001782436,0.0001445352,0.0001271332,0.00002024687,0.0003544283,0.000005235464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994324,0.0001361277,0.00006441088,0.000008052777,0.000003840979,0.000006249168,0.0002261834,0.000001969075,0.0001208415],"genre_scores_gemma":[0.9993365,0.0001066417,0.00004565536,0.000008000377,0.000006796361,0.000005477058,0.0003874609,0.000001801525,0.0001016001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004343417,"threshold_uncertainty_score":0.008636296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725673877695323,"score_gpt":0.3118448729328003,"score_spread":0.274588134155847,"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."}}