{"id":"W2625292978","doi":"10.1097/iop.0000000000000947","title":"Bilateral HPV Positive Squamous Cell Carcinoma In Situ of Conjunctiva","year":2017,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Blurred vision; Conjunctiva; Carcinoma in situ; Biopsy; Papilloma; Lesion; Basal cell; Pathology; Irritation; Dermatology; Palpebral fissure; Carcinoma; Ophthalmology","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":[0.0001185843,0.0001785074,0.0005851814,0.0001881056,0.0001364512,0.000011644,0.0000497933,0.0001633201,0.00008690495],"category_scores_gemma":[0.0002617155,0.0001444147,0.000109587,0.00004600488,0.0006020915,0.0001255661,0.00005132535,0.0001820566,0.00001126692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806081,"about_ca_system_score_gemma":0.0002029483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495723,"about_ca_topic_score_gemma":0.00001102786,"domain_scores_codex":[0.9990337,0.00006234588,0.0002768562,0.0003002606,0.00009239229,0.0002344017],"domain_scores_gemma":[0.9984611,0.0009044086,0.0002352196,0.0002251857,0.00006529925,0.0001087541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006966617,0.0002116859,0.9906231,0.00007999698,0.00006194161,0.001777016,0.0001348702,5.479554e-7,0.002904385,0.00003381603,0.00001593163,0.00346011],"study_design_scores_gemma":[0.002087047,0.000248981,0.9783434,0.00008780757,0.0001085787,0.002156053,0.0001865674,0.00002678957,0.01640303,0.0002204277,0.000003629955,0.0001276382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804809,0.0001943592,0.000005858267,0.00004084525,0.0006768231,0.0002125267,0.00003968898,0.000006634911,0.01834235],"genre_scores_gemma":[0.9995578,0.00001405176,0.0001142517,0.00001266753,0.00004459352,0.000009130515,0.00001750492,0.00001302776,0.0002170088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907685,"threshold_uncertainty_score":0.5889059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637108643080408,"score_gpt":0.2532408355455898,"score_spread":0.2368697491147857,"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."}}