{"id":"W4206199411","doi":"10.1159/000520751","title":"Performance of Ultrasound for Identifying Morphological Characteristics and Thickness of Cutaneous Basal Cell Carcinoma: A Systematic Review","year":2022,"lang":"en","type":"article","venue":"Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Ultrasound; Clinical Practice; Basal cell carcinoma; Trichoepithelioma; High frequency ultrasound; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0001870289,0.0001184164,0.001108971,0.00006133705,0.00009173135,0.000001846938,0.0001052614,0.00004438922,0.00003974354],"category_scores_gemma":[0.000203428,0.00010002,0.0000762034,0.0001016781,0.0001491412,0.00001854715,0.0001159071,0.0001347777,0.000001227345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003454503,"about_ca_system_score_gemma":0.00004945827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005054851,"about_ca_topic_score_gemma":4.317619e-7,"domain_scores_codex":[0.9987898,0.0001099168,0.0005861534,0.0001792185,0.0001619484,0.0001729889],"domain_scores_gemma":[0.9987866,0.0004758385,0.0003764814,0.0002293985,0.00009760474,0.00003408043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"case_report","study_design_scores_codex":[0.0001795172,0.0001250019,0.2628793,0.7312164,0.00007556911,0.0003962841,0.0005250382,5.136637e-7,0.003843605,0.00006823408,0.0006791312,0.0000114904],"study_design_scores_gemma":[0.01113461,0.005925092,0.4071121,0.05465403,0.01189065,0.454918,0.004950347,0.002583322,0.04393637,0.0002761931,0.0008753618,0.001743915],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811431,0.01711862,0.00007632333,0.0002453501,0.0001508125,0.001069588,0.00006476631,0.000008699139,0.0001227816],"genre_scores_gemma":[0.9975432,0.001226307,0.0004332915,0.0004267398,0.0000123188,0.0002803447,0.00002373056,0.00001324645,0.00004088921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6765624,"threshold_uncertainty_score":0.4078696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396319633410158,"score_gpt":0.2755460158924182,"score_spread":0.2515828195583166,"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."}}