{"id":"W2738396147","doi":"","title":"Eyelid Sebaceous Carcinoma and HER2 expression","year":2017,"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; Université Laval","funders":"","keywords":"Eyelid; Sebaceous carcinoma; Medicine; Dermatology; Surgery","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":["sts"],"category_scores_codex":[0.0004453147,0.0002199118,0.0003670013,0.0001141708,0.001765741,0.00009349556,0.0004144796,0.00009552788,0.00007041881],"category_scores_gemma":[0.00141404,0.0001762408,0.00003838612,0.0001610532,0.01158517,0.0003881094,0.0007384521,0.0002403207,0.00003856378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187705,"about_ca_system_score_gemma":0.0003526406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002552091,"about_ca_topic_score_gemma":0.000007809113,"domain_scores_codex":[0.9981222,0.00006009038,0.0002009272,0.0007272035,0.0003962918,0.0004932891],"domain_scores_gemma":[0.9985103,0.0001233237,0.0002165947,0.0005599777,0.0001841799,0.0004056306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003502175,0.0000335161,0.6143304,0.0000222062,0.000008512705,0.0005528812,0.0006352334,1.942642e-7,0.3839599,0.00003598879,0.0000747716,0.0003113831],"study_design_scores_gemma":[0.0003977063,0.000529483,0.6609319,0.00009050011,0.00001503665,0.000967252,0.0001705353,0.00003371414,0.3358291,0.0008309119,0.00007835339,0.0001254927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829319,0.000381197,0.000001130891,0.001486222,0.0003429628,0.0002963317,0.00000402718,0.00002550971,0.01453077],"genre_scores_gemma":[0.9970229,0.00001578546,0.001973459,0.0002200433,0.000149646,0.00003940996,0.000001127262,0.00001520639,0.0005623845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813073,"threshold_uncertainty_score":0.9995338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412943827009576,"score_gpt":0.3752406075207671,"score_spread":0.3211111692506713,"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."}}