{"id":"W1978483167","doi":"10.2310/7750.2008.07047","title":"Desmoplastic Squamous Cell Carcinoma: Case Presentation and Literature Review","year":2008,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; University of British Columbia","funders":"","keywords":"Medicine; Basal cell; Surgery; Presentation (obstetrics); Radiation therapy; Stage (stratigraphy); Biopsy; Dissection (medical); Lymph node; Surgical margin; Radiology; Resection; Pathology","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":[0.0002975168,0.0001676379,0.0008131309,0.0002199624,0.0001121692,0.000005901755,0.00002422932,0.00006089093,0.00004004613],"category_scores_gemma":[0.0006644622,0.0001096585,0.00008977019,0.0001984093,0.0001963779,0.00008622238,0.00001795339,0.0003002023,8.699474e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306435,"about_ca_system_score_gemma":0.0001213984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165479,"about_ca_topic_score_gemma":0.000002603213,"domain_scores_codex":[0.9986912,0.00006833122,0.0005952516,0.0001416591,0.0003310833,0.000172446],"domain_scores_gemma":[0.9978535,0.001191635,0.0003258978,0.0001148633,0.0002757971,0.0002383147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003895108,0.00008308946,0.2941339,0.005087561,0.00006257096,0.5827368,0.002223811,5.201585e-7,0.0002272899,0.000002226564,0.1125914,0.002461382],"study_design_scores_gemma":[0.0009304255,0.0005607603,0.01969705,0.003812686,0.0004875197,0.9699349,0.000320314,0.000009486336,0.00007471671,0.00001499367,0.004050826,0.0001062748],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6659064,0.3309775,0.00001396255,0.002394436,0.0002248511,0.0001015056,0.000001575342,0.000004309531,0.0003754769],"genre_scores_gemma":[0.8410175,0.1567293,0.0001061477,0.00127471,0.0005692326,0.000001818923,0.000002742832,0.00001362085,0.0002848406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871982,"threshold_uncertainty_score":0.4471743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746317905320193,"score_gpt":0.2762500630572,"score_spread":0.2487868840039981,"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."}}