{"id":"W4405925074","doi":"10.4103/pajo.pajo_84_24","title":"Basal cell carcinoma of the lower eyelid is an actinic-induced cancer: The ABCDE concept to explain the relationship between the invasiveness of basal cell carcinoma and actinic damage","year":2024,"lang":"en","type":"article","venue":"The Pan-American Journal of Ophthalmology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Basal cell carcinoma; Eyelid; Skin cancer; Basal (medicine); Basal cell; Actinic keratosis; Cancer; Dermatology; Medicine; Pathology; Internal medicine; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004026736,0.0003078197,0.0002830761,0.001039822,0.0003835252,0.0007800173,0.0004763159,0.0006245199,0.001991529],"category_scores_gemma":[0.0005924394,0.0001226906,0.0002434475,0.0008003596,0.00126474,0.0004150777,0.0004136397,0.0006731437,0.0004028917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105398,"about_ca_system_score_gemma":0.0008247006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02336788,"about_ca_topic_score_gemma":0.01826742,"domain_scores_codex":[0.9997458,0.00004016772,0.00001789845,0.0000488037,0.00009807324,0.00004929363],"domain_scores_gemma":[0.9997025,0.00005376238,0.0001057184,0.00002810629,0.00008024151,0.0000296835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005250738,0.0002784461,0.7652655,0.0008431373,0.0001926886,0.01135524,0.001179185,0.002733451,0.06037486,0.05446211,0.004057865,0.09873249],"study_design_scores_gemma":[0.00006001466,0.0005350987,0.8190534,0.0005104302,0.0002602854,0.06757949,0.002879854,0.01786132,0.0132876,0.0266435,0.05126929,0.00005980669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943827,0.03538338,0.02079441,0.006534185,0.0002731902,0.0001588876,0.000462701,0.0001382432,0.04187233],"genre_scores_gemma":[0.9909846,0.004083232,0.001575122,0.0002636689,0.00007357827,0.00001542997,0.0001057666,0.000005742539,0.002892901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336788,"threshold_uncertainty_score":0.04646373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668794561953979,"score_gpt":0.3464799921328049,"score_spread":0.2796005359374071,"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."}}