{"id":"W3205591891","doi":"10.1177/12034754211051234","title":"Real-World Experience of Vismodegib in Advanced Basal Cell Carcinoma at a Canadian Cancer Center","year":2021,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Vismodegib; Medicine; Basal cell carcinoma; Radiation therapy; Adverse effect; Internal medicine; Single Center; Cancer; Oncology; Surgery; Gastroenterology; Basal cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000620119,0.0003526513,0.0002124664,0.0003873074,0.00246793,0.000658096,0.0006886553,0.0004173136,0.001831656],"category_scores_gemma":[0.00111909,0.0002033647,0.0002695871,0.0007022286,0.0005845488,0.0002583414,0.0007479207,0.000754566,0.0002837562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0146957,"about_ca_system_score_gemma":0.01135363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4909143,"about_ca_topic_score_gemma":0.7914483,"domain_scores_codex":[0.9994633,0.00007330018,0.00002012584,0.00006876387,0.0001837514,0.0001908689],"domain_scores_gemma":[0.9986683,0.0001041982,0.0001564585,0.00004041986,0.0003082534,0.0007224813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002247885,0.003641667,0.8176946,0.0004150698,0.0002217334,0.01731588,0.01111481,0.002552556,0.01024047,0.0003942407,0.01691604,0.1172451],"study_design_scores_gemma":[0.0003777667,0.004786471,0.9112931,0.0002256108,0.0002368457,0.0185885,0.01131746,0.002936178,0.004440633,0.0002599461,0.04538362,0.0001538537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945776,0.001093417,0.0001604125,0.0007271583,0.00001664107,0.0001133542,0.0003538583,0.00001326679,0.002944246],"genre_scores_gemma":[0.9951213,0.001548243,0.0007451986,0.0005563382,0.00003173399,0.00003564687,0.0004825547,0.00001389271,0.001464938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5090857,"threshold_uncertainty_score":0.9761137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049572807840791,"score_gpt":0.2754409342351269,"score_spread":0.254945206156719,"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."}}