{"id":"W2383003791","doi":"10.1097/dss.0000000000000716","title":"Neoadjuvant Vismodegib Before Mohs","year":2016,"lang":"fr","type":"article","venue":"Dermatologic Surgery","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vismodegib; Mohs surgery; Medicine; Dermatology; Oncology; Basal cell carcinoma; Internal medicine; Basal cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004776886,0.0004733184,0.0006877582,0.0001127453,0.000186664,0.00002317737,0.0002808922,0.0006280979,0.0001531656],"category_scores_gemma":[0.0008825432,0.0003372734,0.000480212,0.0001740151,0.0006127969,0.00001337984,0.0002167444,0.0001381092,0.0004802802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005652564,"about_ca_system_score_gemma":0.0002570717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001882923,"about_ca_topic_score_gemma":0.00001832019,"domain_scores_codex":[0.9970767,0.0003316762,0.0006410098,0.0007397315,0.0002315334,0.0009793867],"domain_scores_gemma":[0.9982865,0.0003764515,0.000241769,0.0006869722,0.0001809907,0.0002272727],"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":[0.0001344907,0.0003972599,0.1858691,0.0003354647,0.0007221248,0.001399238,0.0002797881,0.00001120337,0.06420162,0.00178622,0.3647287,0.3801348],"study_design_scores_gemma":[0.0006052847,0.0001394697,0.01365819,0.0004966813,0.0000974398,0.001055633,0.000156245,0.00004114845,0.1483578,0.001240154,0.833228,0.0009240216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773222,0.08337811,0.00497021,0.02438455,0.004951792,0.0002701846,0.0001931635,0.0001126658,0.004417146],"genre_scores_gemma":[0.9882087,0.004174746,0.0002426179,0.001793243,0.0006571884,0.0000526412,0.00004759225,0.00004718474,0.004776147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684993,"threshold_uncertainty_score":0.9999079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427672339577681,"score_gpt":0.2432733206615372,"score_spread":0.2189965972657604,"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."}}