{"id":"W2909172765","doi":"10.1167/tvst.8.1.9","title":"Proceedings of the Association for Research in Vision and Ophthalmology and Champalimaud Foundation Ocular Oncogenesis and Oncology Conference","year":2019,"lang":"en","type":"article","venue":"Translational Vision Science & Technology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; Fundação Champalimaud","keywords":"Retinoblastoma; Medicine; Malignancy; Context (archaeology); Ophthalmology; Oncology; Family medicine; Internal medicine","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":[0.001827151,0.00008057524,0.0002414238,0.00068485,0.0001839634,0.00001486798,0.0001012422,0.0002865852,0.00001081554],"category_scores_gemma":[0.0001870482,0.00005824179,0.00001975546,0.0009530574,0.001020344,0.0001967548,0.00007430734,0.0001839106,0.000002059124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378199,"about_ca_system_score_gemma":0.0002270744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039207,"about_ca_topic_score_gemma":0.000009925373,"domain_scores_codex":[0.9988052,0.00003359468,0.0002224282,0.0003830965,0.0003316794,0.0002240006],"domain_scores_gemma":[0.9990169,0.0002703408,0.0001118826,0.00009020979,0.000470663,0.00003997049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002000144,0.000128449,0.8360955,0.00005298069,0.00001283371,0.000001746832,0.0002730787,0.000001370657,0.1117856,0.02899968,0.0000024261,0.02244638],"study_design_scores_gemma":[0.003164541,0.002078933,0.9517903,0.0001040944,0.00003337581,0.0001970627,0.0003475653,0.002131741,0.009087764,0.02988833,0.001099244,0.00007704557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855644,0.0001711648,0.00003572207,0.01203615,0.00005007132,0.0008740985,0.000003044356,0.00001012733,0.001255197],"genre_scores_gemma":[0.9984143,0.00006814773,0.001341561,0.0000351157,0.000006422808,0.00003607164,0.000002956539,0.000004621367,0.00009085295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156948,"threshold_uncertainty_score":0.3759501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620145893760011,"score_gpt":0.4352660510687305,"score_spread":0.3732514616927294,"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."}}