{"id":"W2346243905","doi":"10.1177/1066896916648381","title":"Epithelial Inclusion Cyst in Conjunctival Melanoma","year":2016,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Malignancy; Melanoma; Pathology; Medicine; Cyst; Differential diagnosis; Conjunctiva; Dermatology; Cancer research","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":[0.0003715292,0.00008004614,0.0002737243,0.0002251817,0.00002335178,0.00000263297,0.0001341035,0.0001313655,0.0004297466],"category_scores_gemma":[0.0001434703,0.00004408249,0.000128004,0.00004430971,0.0001176955,0.0000837105,0.0001519843,0.000165682,0.00006553551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741295,"about_ca_system_score_gemma":0.00009711435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003387983,"about_ca_topic_score_gemma":0.000003875204,"domain_scores_codex":[0.9989767,0.0001179544,0.000387926,0.0001079578,0.0002872627,0.0001222068],"domain_scores_gemma":[0.9992319,0.0002218605,0.0001738242,0.0000632767,0.0002280957,0.00008099647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01043808,0.001751344,0.5002038,0.00000547358,0.0004313262,0.2941982,0.0003255574,0.000003379253,0.07397866,0.003595975,0.0003143168,0.1147538],"study_design_scores_gemma":[0.0650352,0.004852133,0.6115117,0.0005631762,0.000152853,0.15171,0.00005824022,0.00001489153,0.01553646,0.0152271,0.1350687,0.0002695105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806356,0.00015905,0.0001798631,0.01512846,0.001094197,0.00005271052,0.00001075099,0.000005211406,0.002734153],"genre_scores_gemma":[0.9984685,0.000202976,0.0002965855,0.0002821141,0.0004322637,0.000001523316,0.000003660163,0.000006444179,0.0003059139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424882,"threshold_uncertainty_score":0.4705424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319856123639812,"score_gpt":0.310073219917341,"score_spread":0.2968746586809429,"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."}}