{"id":"W3045068230","doi":"10.1111/srt.12936","title":"Near‐infrared heating of skin to delineate non‐melanoma skin cancer lesions: A pilot study","year":2020,"lang":"en","type":"article","venue":"Skin Research and Technology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Skin cancer; Medicine; Erythema; Lesion; Dermatology; Target lesion; Biopsy; Cancer; Nuclear medicine; Surgery; Radiology; 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":[0.0003978444,0.0001476118,0.0003830951,0.0005871212,0.0001974846,0.00002957921,0.0002000928,0.00009133662,0.0002124094],"category_scores_gemma":[0.0004656802,0.0001297129,0.00002863072,0.001606878,0.0002156733,0.00002500378,0.0004798295,0.000512388,0.00005495421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006567296,"about_ca_system_score_gemma":0.000138084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183394,"about_ca_topic_score_gemma":0.000566604,"domain_scores_codex":[0.9982164,0.00006880344,0.0003437405,0.0004772937,0.0004255731,0.0004681718],"domain_scores_gemma":[0.9989056,0.00007907209,0.00005012435,0.0003710652,0.0003303751,0.0002637773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005557842,0.003596325,0.06689524,0.0007836723,0.0007715484,0.001901099,0.0044512,0.00006941264,0.06923071,0.001095467,0.01906597,0.8265815],"study_design_scores_gemma":[0.02932576,0.319747,0.08803354,0.001353575,0.0003988595,0.0008967003,0.07289495,0.02070119,0.2044302,0.003326717,0.25706,0.00183153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862236,0.0003273584,0.00022865,0.009784189,0.0000463646,0.001745513,0.000009656655,0.0001259589,0.00150874],"genre_scores_gemma":[0.9965379,0.000114573,0.001273968,0.0003032568,0.00009350725,0.00027559,0.000003582364,0.00002629962,0.001371359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.82475,"threshold_uncertainty_score":0.5289539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746872491215419,"score_gpt":0.3727942220572623,"score_spread":0.2981069729357204,"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."}}