{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678544,0.0003603622,0.0008988915,0.000129066,0.0004449621,0.00003661394,0.00126203,0.0001044859,0.0001493162],"category_scores_gemma":[0.0003717583,0.0001507454,0.0003294262,0.0008181959,0.001796127,0.0001168398,0.0003983433,0.001332011,0.000004357087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499758,"about_ca_system_score_gemma":0.0008331708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113025,"about_ca_topic_score_gemma":0.00002477098,"domain_scores_codex":[0.9961044,0.001575441,0.0009103327,0.0003561884,0.0005830799,0.0004706033],"domain_scores_gemma":[0.9907964,0.006627326,0.001064305,0.001096596,0.0002681368,0.0001472639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006628321,0.0001098298,0.9690337,0.00009013426,0.0002757513,0.0001835524,0.02382458,0.00003453742,0.003327221,0.00003761793,0.0009613046,0.001458909],"study_design_scores_gemma":[0.0007497529,0.002788487,0.9501494,0.0001391674,0.0006172932,0.001278835,0.0172578,0.00001570237,0.02645624,0.0001913142,0.0001957633,0.0001603077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740102,0.002198554,0.00001305747,0.02114522,0.0007680056,0.0006827789,0.00007708932,0.000004893187,0.001100213],"genre_scores_gemma":[0.9981801,0.00005013335,0.00004977053,0.0006333165,0.0007216277,0.00004195248,0.000001441317,0.00006056664,0.0002610865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02416992,"threshold_uncertainty_score":0.6617904,"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."}}