{"id":"W4409345827","doi":"10.1111/ijd.17779","title":"Effective Treatment Depth of Photodynamic Therapy After Partial Debulking of Nodular Basal Cell Carcinoma","year":2025,"lang":"en","type":"letter","venue":"International Journal of Dermatology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Debulking; Basal cell carcinoma; Photodynamic therapy; Basal cell; Surgery; Oncology; Dermatology; Internal medicine; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009694548,0.000354639,0.001349893,0.000914305,0.00002170527,0.00001019611,0.0004565891,0.0004052491,0.0001038407],"category_scores_gemma":[0.00008480591,0.0002656743,0.0006821158,0.0001160557,0.0002381209,0.00006504916,0.00009637153,0.0009219077,0.000002264188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772999,"about_ca_system_score_gemma":0.0005552936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001250922,"about_ca_topic_score_gemma":0.00002228543,"domain_scores_codex":[0.9972181,0.0003181455,0.001044768,0.0002519009,0.0008458224,0.0003212256],"domain_scores_gemma":[0.9968712,0.0006558245,0.001017938,0.0002603059,0.001133647,0.00006107234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05040434,0.005303013,0.1972309,0.003299323,0.04431597,0.1976597,0.005725783,0.00004771306,0.3056102,0.00006340893,0.1534406,0.03689898],"study_design_scores_gemma":[0.01902358,0.003580574,0.03338441,0.001438016,0.00086744,0.01330339,0.0001179063,0.0003714841,0.8316225,0.0003530017,0.09545594,0.0004817172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922508,0.003398704,0.0001863643,0.1016839,0.001208474,0.000635488,0.0001108483,0.000007157184,0.0005182634],"genre_scores_gemma":[0.9804726,0.001220295,0.0001581119,0.01708695,0.000708434,0.0000590328,0.0000536737,0.00003537385,0.0002055035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260124,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062472572564611,"score_gpt":0.3075650639164427,"score_spread":0.2969403381907966,"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."}}