{"id":"W2997307818","doi":"10.1111/ddg.13995_g","title":"Vulvamalignome: eine interdisziplinäre Betrachtung","year":2019,"lang":"de","type":"article","venue":"JDDG Journal der Deutschen Dermatologischen Gesellschaft","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Gynecology","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":[0.00121107,0.0008165253,0.001068316,0.001629092,0.001437916,0.002469573,0.0008239155,0.001432259,0.03302035],"category_scores_gemma":[0.005369188,0.000354376,0.0008487696,0.002352786,0.0006935856,0.001638588,0.002592195,0.002922365,0.006171951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411869,"about_ca_system_score_gemma":0.002028379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430317,"about_ca_topic_score_gemma":0.004833943,"domain_scores_codex":[0.9980982,0.0004729567,0.0001569586,0.0003002345,0.0006702917,0.0003013779],"domain_scores_gemma":[0.9978263,0.0007919362,0.000455177,0.0001714361,0.0003996019,0.000355534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003055946,0.0001548213,0.06076704,0.00431651,0.0004200754,0.01185667,0.001097476,0.0008145242,0.00226794,0.008274036,0.1821181,0.7276072],"study_design_scores_gemma":[0.00005599854,0.0002474391,0.06770416,0.005723329,0.0003918344,0.06358777,0.00248927,0.0009839232,0.001540083,0.009574787,0.8475955,0.0001061045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09652784,0.6448803,0.01920939,0.09574521,0.009970875,0.000838573,0.01076978,0.001642834,0.1204152],"genre_scores_gemma":[0.4614876,0.4069687,0.01200693,0.03640111,0.01017354,0.0007546528,0.01089665,0.00105447,0.06025633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03302035,"threshold_uncertainty_score":0.1104641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107022307603519,"score_gpt":0.2701171089102196,"score_spread":0.2590468858341844,"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."}}