{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171714,0.0005532032,0.000397201,0.0003226764,0.0003716975,0.0001841133,0.0003889012,0.0003673632,0.002857317],"category_scores_gemma":[0.0007283419,0.0002185859,0.0005196232,0.0001402189,0.0005986611,0.000287778,0.0002698651,0.000623301,0.0003267886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059497,"about_ca_system_score_gemma":0.0002770596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003784086,"about_ca_topic_score_gemma":0.0005675839,"domain_scores_codex":[0.9995831,0.000195665,0.00002106642,0.000068946,0.00006903482,0.00006230224],"domain_scores_gemma":[0.9992715,0.0002821698,0.00009529613,0.0001237513,0.00009329896,0.0001340188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07178358,0.2604124,0.03252016,0.001083094,0.0001883622,0.001532066,0.001411811,0.0009164566,0.5708842,0.0001747936,0.0003602537,0.05873288],"study_design_scores_gemma":[0.003137856,0.8647049,0.05623815,0.00002549153,0.0001354241,0.00131748,0.0003854807,0.0008179961,0.07217657,0.00006023454,0.0009812743,0.00001917669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990011,0.00006393647,0.0004128847,0.000007499941,0.000005929401,0.0003205586,0.00001349098,0.000005929333,0.0001687799],"genre_scores_gemma":[0.9970319,0.0001744988,0.001838022,0.00003670534,0.00001872381,0.0003679798,0.00006867932,0.00000568425,0.0004577251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857317,"threshold_uncertainty_score":0.009558737,"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."}}