{"id":"W4417050750","doi":"10.3390/curroncol32120689","title":"Guidelines for Clinicians and Pathologists on Performing Skin Biopsies and Reporting on Suspected Cutaneous Squamous Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Jewish General Hospital; Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre","funders":"Regeneron Pharmaceuticals","keywords":"Dermatopathology; Skin cancer; Biopsy; Basal cell carcinoma; Incidence (geometry); Medical diagnosis; Skin biopsy; Mohs surgery; Basal cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02039117,0.0009975143,0.001058066,0.006639692,0.002713772,0.002625676,0.004228603,0.006409889,0.008522956],"category_scores_gemma":[0.06407121,0.0009246225,0.001891377,0.003330111,0.001535842,0.002434614,0.002701133,0.003703542,0.008975766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309378,"about_ca_system_score_gemma":0.01650244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04793069,"about_ca_topic_score_gemma":0.108113,"domain_scores_codex":[0.9825752,0.008801902,0.004329852,0.0005144827,0.002741476,0.001037055],"domain_scores_gemma":[0.9099753,0.01852191,0.005898011,0.0026261,0.05952879,0.003449768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009925337,0.0001703216,0.01319826,0.002642667,0.00004774789,0.002921706,0.002523548,0.0006611567,0.001860826,0.003120548,0.730592,0.2421619],"study_design_scores_gemma":[0.000139782,0.0001200021,0.0255997,0.01946728,0.0001342553,0.008767244,0.005772904,0.0008391328,0.001423494,0.007958471,0.9295998,0.0001779475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01903745,0.103005,0.1120891,0.4344662,0.01795064,0.02074358,0.009515569,0.004513476,0.2786791],"genre_scores_gemma":[0.0888833,0.1451519,0.5525857,0.1227497,0.007044395,0.01849793,0.01473226,0.0008824673,0.04947234],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04793069,"threshold_uncertainty_score":0.1078401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.219068581109075,"score_gpt":0.4782794659956326,"score_spread":0.2592108848865576,"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."}}