{"id":"W3163417656","doi":"","title":"Basal cell carcinoma (BCC) of the lower eyelid is an actinic induced cancer: The ABCDE concept to explain the relationship between the invasiveness of BCC and actinic damage.","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Basal cell carcinoma; Eyelid; Skin cancer; Actinic keratosis; Basal (medicine); Dermatology; Basal cell; Medicine; Cancer; Pathology; Internal medicine; Ophthalmology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001184879,0.000266737,0.0004687562,0.00006118001,0.0008693765,0.00002965785,0.001204463,0.0001081843,0.00006559122],"category_scores_gemma":[0.002557334,0.0001274056,0.00008789421,0.001653913,0.008440982,0.0002240408,0.0007600972,0.0006811451,0.000005198518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015977,"about_ca_system_score_gemma":0.001133118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007375237,"about_ca_topic_score_gemma":0.0000318422,"domain_scores_codex":[0.9970784,0.0007701308,0.0004707686,0.000613441,0.0006480956,0.0004191447],"domain_scores_gemma":[0.9952594,0.00302397,0.0004994285,0.0006672242,0.0002937152,0.0002562629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000840268,0.00003877819,0.8937608,0.00002984693,0.00003252148,0.000008971644,0.02803458,0.00000990568,0.0776623,0.00006480864,0.0001417295,0.0001317355],"study_design_scores_gemma":[0.0003314624,0.0009424035,0.6885827,0.00005984559,0.00007562893,0.00001724524,0.005017984,0.00002162311,0.3044701,0.0003603551,0.00002372491,0.00009697752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718974,0.0002200139,0.000001318014,0.0261116,0.0002246602,0.001007469,0.00003821711,0.000008248192,0.0004910656],"genre_scores_gemma":[0.996702,0.000004929254,0.0000566938,0.002874126,0.000189436,0.0001031202,0.000001369943,0.00001984608,0.0000485275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268078,"threshold_uncertainty_score":0.9942575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494587853326957,"score_gpt":0.3862377996456308,"score_spread":0.236779014312935,"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."}}