{"id":"W2967200533","doi":"10.15353/cjo.v81i2.436","title":"A Clinical Masquerader: Squamous Cell Carcinoma of the Eyelid Previously Diagnosed as an Eye Bump","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Optometry","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eyelid; Malignancy; Lesion; Biopsy; Radiology; Dermatology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007556354,0.000208754,0.0007636133,0.0004377425,0.00008479122,0.00002465729,0.0005039533,0.0001709985,0.0004728616],"category_scores_gemma":[0.0005337547,0.0001490705,0.0004087238,0.0005501633,0.0002442289,0.0001258121,0.0000427001,0.0007143922,0.00004958789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264332,"about_ca_system_score_gemma":0.002931867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429584,"about_ca_topic_score_gemma":0.0008005246,"domain_scores_codex":[0.9977875,0.0001803476,0.0008876059,0.0002395162,0.0004485938,0.0004564816],"domain_scores_gemma":[0.997205,0.0002805762,0.000582521,0.000603235,0.0003567784,0.000971925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008517268,0.00009358186,0.9951489,0.000151896,0.00007096443,0.0004356072,0.0006119902,0.000005053815,0.00009443395,0.00001409085,0.002378552,0.0009097463],"study_design_scores_gemma":[0.002808442,0.001580138,0.9874749,0.0001940769,0.000184294,0.0003478008,0.0006811897,0.000008217803,0.001037962,0.00001098399,0.005521467,0.0001505115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883794,0.004829308,0.000005329206,0.001069798,0.001491938,0.0004266218,0.00001838653,0.000004002463,0.003775254],"genre_scores_gemma":[0.9971884,0.00007152036,0.0003364135,0.000965706,0.0005623805,0.000002998679,0.000001595338,0.00004288541,0.000828029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00880911,"threshold_uncertainty_score":0.607892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585920889022654,"score_gpt":0.3334150112607093,"score_spread":0.3175558023704828,"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."}}