{"id":"W3092630470","doi":"10.1016/j.ophtha.2020.10.007","title":"Autologous Retinal Transplantation for Primary and Refractory Macular Holes and Macular Hole Retinal Detachments","year":2020,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Heed Ophthalmic Foundation; Alliance for Vision Research; Research to Prevent Blindness","keywords":"Medicine; Vitrectomy; Macular hole; Pars plana; Ophthalmology; Visual acuity; Retinal detachment; Retinal; Refractory (planetary science); Transplantation; Surgery; Retrospective cohort study","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":[0.0002378209,0.0002017503,0.0004477157,0.00006649116,0.00009863277,0.00001466404,0.0000558957,0.0001831932,0.00005738287],"category_scores_gemma":[0.00008379093,0.0001808746,0.00009610521,0.00007312204,0.0002434762,0.00006353726,0.00003842475,0.0002015436,0.000008133316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000205958,"about_ca_system_score_gemma":0.00005350511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114325,"about_ca_topic_score_gemma":1.178995e-7,"domain_scores_codex":[0.9986984,0.000106204,0.0002742147,0.0004672536,0.0001601361,0.0002938211],"domain_scores_gemma":[0.9993764,0.0001044665,0.00009763111,0.000130127,0.00006062422,0.0002307398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01488103,0.0004755262,0.5556794,0.006681014,0.0006508276,0.02940829,0.001699964,0.000007541239,0.3523421,0.001350248,0.001547649,0.03527639],"study_design_scores_gemma":[0.004830243,0.004116423,0.926964,0.0002196161,0.0009212979,0.03892568,0.0001580131,0.0005312673,0.007653204,0.0006890645,0.01441517,0.0005760362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924795,0.001792604,0.001068901,0.002667352,0.00008701255,0.0004675536,0.00003368162,0.00004469947,0.001358666],"genre_scores_gemma":[0.9940941,0.0003636869,0.003782957,0.001066358,0.0001365191,0.00004801357,0.0002346145,0.00003000611,0.000243787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3712846,"threshold_uncertainty_score":0.7375852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473049506239038,"score_gpt":0.2895769059175934,"score_spread":0.264846410855203,"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."}}