{"id":"W1998504390","doi":"10.1097/00042728-200509000-00003","title":"Peritumoral Fibrosis in Basal Cell and Squamous Cell Carcinoma Mimicking Perineural Invasion","year":2005,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Basal cell carcinoma; Perineural invasion; Mohs surgery; Medicine; H&E stain; Pathology; Skin cancer; Frozen section procedure; Fibrosis; Biopsy; Immunohistochemistry; Basal cell; Carcinoma; Cancer; Internal medicine","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":[0.000163505,0.0002584815,0.000634354,0.0002444261,0.0001007482,0.00001864024,0.0000670467,0.000115593,0.00008481025],"category_scores_gemma":[0.00008449109,0.0002273187,0.0001201381,0.0002079348,0.0001279501,0.0001321026,0.0001364241,0.0002427113,0.00003046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100278,"about_ca_system_score_gemma":0.00008081186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009025959,"about_ca_topic_score_gemma":0.00004075523,"domain_scores_codex":[0.9984043,0.00008608589,0.0004232354,0.0004063513,0.0002011276,0.0004788757],"domain_scores_gemma":[0.999009,0.0004903406,0.0001024597,0.0002411045,0.00003359584,0.0001235598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055176,0.0001184542,0.9914286,0.0002850891,0.000002792314,0.0008405324,0.0004529832,0.000004841189,0.001841218,0.000001854126,0.004067611,0.0008504804],"study_design_scores_gemma":[0.001018371,0.00005152107,0.9410771,0.00005966241,0.00002537429,0.0007933794,0.0005208055,0.0003395425,0.05351387,0.000008819626,0.002313132,0.0002783859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901757,0.004781753,0.000003132375,0.002145819,0.0002093198,0.0002091622,0.000004809031,0.00005641127,0.002413934],"genre_scores_gemma":[0.9975931,0.0001776765,0.0004617164,0.001450988,0.0001307693,0.00003882016,0.00001414951,0.00002840871,0.0001043752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167265,"threshold_uncertainty_score":0.9269787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576719250472466,"score_gpt":0.2405761753264081,"score_spread":0.2148089828216834,"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."}}