{"id":"W3108577349","doi":"10.1159/000511188","title":"Optical Coherence Tomography of Peri-Ocular Skin Cancers: An Optical Biopsy","year":2020,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Optical coherence tomography; Basal cell carcinoma; Malignancy; Pathology; Eyelid; Histopathology; Skin cancer; Carcinoma; Basal cell; Cancer; Dermatology; 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":[0.0004939815,0.0003986807,0.0001907049,0.001987146,0.000424735,0.0005139011,0.0002033438,0.0005474146,0.001924577],"category_scores_gemma":[0.0009636657,0.0002693579,0.0002102103,0.0004707665,0.0005237512,0.0004829678,0.0003837642,0.0003088035,0.000688364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662643,"about_ca_system_score_gemma":0.0003502587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777443,"about_ca_topic_score_gemma":0.0009285167,"domain_scores_codex":[0.9996969,0.00007006149,0.00003863624,0.00005287928,0.00008470442,0.00005686417],"domain_scores_gemma":[0.9996587,0.000102438,0.00005693726,0.00005544641,0.00007438423,0.00005211426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008218859,0.000268978,0.6428099,0.0002839411,0.00008924989,0.1417441,0.0005559279,0.0002506057,0.1137115,0.0006593231,0.0008951338,0.09790958],"study_design_scores_gemma":[0.00004362934,0.0008014617,0.4720244,0.0001395857,0.0001302905,0.4956098,0.0008145473,0.001641376,0.02294191,0.0004337841,0.005392051,0.00002722789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852249,0.003826397,0.004998973,0.000241826,0.00003740647,0.0001294525,0.00009633643,0.00004381308,0.005400816],"genre_scores_gemma":[0.9941513,0.001211204,0.003771268,0.00009271847,0.0000373924,0.00002410328,0.00006250277,0.000006374796,0.0006430691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987146,"threshold_uncertainty_score":0.006438315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694817729616287,"score_gpt":0.3092261505621037,"score_spread":0.2822779732659408,"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."}}