{"id":"W4284993845","doi":"10.1016/j.jcjo.2022.06.005","title":"Surgical management of a combined hamartoma of the retina and retinal pigment epithelium","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vitrectomy; Pars plana; Ophthalmology; Retinal pigment epithelium; Retinal; Medicine; Retina; Visual acuity; Posterior pole; Internal limiting membrane; Anatomy; Macular hole; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007220157,0.00008762759,0.0003774775,0.0001684342,0.00009150626,0.000002727392,0.0001596819,0.00003117999,0.00112863],"category_scores_gemma":[0.00003648449,0.00006271731,0.0001723901,0.0001905119,0.0002537324,0.00001441152,0.00007626168,0.0002602076,4.918771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007658121,"about_ca_system_score_gemma":0.0003879145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004652,"about_ca_topic_score_gemma":0.000005499196,"domain_scores_codex":[0.9987858,0.0002065003,0.0004561201,0.0001013663,0.0002459797,0.0002042654],"domain_scores_gemma":[0.9990397,0.00006066892,0.0003408495,0.0001825553,0.0001154905,0.0002607448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002475964,0.0002724977,0.7687731,0.0005792445,0.0006578472,0.2153371,0.0005495711,0.00004510537,0.0008223393,0.006080414,0.003327084,0.001079704],"study_design_scores_gemma":[0.002024016,0.002480385,0.503972,0.0002360979,0.0002213526,0.4811878,0.0007458329,0.00001522841,0.0007382197,0.0006550325,0.007621655,0.0001024144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854091,0.0008729704,0.000001405747,0.002608624,0.0003736535,0.0001482391,0.00001350586,7.629689e-7,0.01057174],"genre_scores_gemma":[0.9983921,0.00001513006,0.0001304286,0.00003692277,0.0000300674,0.000003822369,0.000001848199,0.00000911371,0.00138055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2658506,"threshold_uncertainty_score":0.9997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533193366857822,"score_gpt":0.2463965386763343,"score_spread":0.2310646050077561,"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."}}