{"id":"W2324205836","doi":"10.1097/iop.0b013e318295f946","title":"Cicatricial Ectropion in Grzybowski Type of Multiple Eruptive Keratoacanthomas","year":2014,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Eyelid; Ectropion; Basal cell; Dorsum; Dermatology; Surgery; Anatomy; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002008337,0.0001784219,0.0006602596,0.0003028365,0.00005281948,0.000004993657,0.00003584028,0.0001062303,0.00004635115],"category_scores_gemma":[0.00122539,0.0001514544,0.00007931705,0.0003243945,0.0003785761,0.00006204789,0.00004434197,0.0001927751,0.000007265864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007525287,"about_ca_system_score_gemma":0.0001611517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007257149,"about_ca_topic_score_gemma":0.00001674274,"domain_scores_codex":[0.9988216,0.00008534794,0.0003710788,0.0003198882,0.0001468396,0.0002553159],"domain_scores_gemma":[0.9970308,0.002486174,0.0001630588,0.0001306975,0.000103858,0.00008541963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000662181,0.00005794385,0.9874751,0.0001021519,0.00008401445,0.00005176578,0.0001380326,0.000002382093,0.001297336,0.000237088,0.0000811151,0.009810871],"study_design_scores_gemma":[0.0009200017,0.0002137943,0.9939981,0.0002952545,0.00005565986,0.0008337292,0.000321445,0.000246911,0.002406796,0.0004178875,0.0001136317,0.000176861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942112,0.00052628,0.0001385676,0.00003593487,0.0009074679,0.0001715599,0.00001825683,0.00001267609,0.003978053],"genre_scores_gemma":[0.9988936,0.0002186908,0.0006206351,0.00001341222,0.000174663,0.00001119394,0.000007965339,0.00001715516,0.00004265573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00963401,"threshold_uncertainty_score":0.6176133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238419046115038,"score_gpt":0.2635149184139549,"score_spread":0.2396730138024511,"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."}}