{"id":"W2019490589","doi":"10.1097/iae.0b013e3182a2e6ee","title":"FACTORS ASSOCIATED WITH OUTCOMES OF PNEUMATIC RETINOPEXY FOR RHEGMATOGENOUS RETINAL DETACHMENTS","year":2013,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Retinal detachment; Visual acuity; Tears; Ophthalmology; Epiretinal membrane; Retinal; Logistic regression; Proliferative vitreoretinopathy; Surgery; Vitrectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446759,0.0002067885,0.0002031219,0.0005230032,0.0003141099,0.0004207442,0.0002223201,0.0003393432,0.001846892],"category_scores_gemma":[0.006128021,0.0001094389,0.0003226222,0.0006407303,0.0003331962,0.0002956091,0.0002823804,0.0006055973,0.0001574098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394776,"about_ca_system_score_gemma":0.0004534605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007867628,"about_ca_topic_score_gemma":0.001101278,"domain_scores_codex":[0.9995605,0.00009091159,0.00007796069,0.00004600203,0.0001314001,0.00009323424],"domain_scores_gemma":[0.9931481,0.001500648,0.004228481,0.000148953,0.0002780151,0.0006958093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005445075,0.00001649701,0.9988549,0.00000509299,0.00001236558,0.0002252448,0.00001313908,0.00003978034,0.00006813702,0.000005563894,0.00002791257,0.0006770869],"study_design_scores_gemma":[0.000003512685,0.00008668119,0.9975786,0.000005771093,0.00001406911,0.00192161,0.00007969963,0.0001614306,0.0000709815,0.00001787664,0.00005707806,0.000002687368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993489,0.0002322647,0.00007068665,0.0000563648,0.000004209025,0.00000452214,0.00005723353,0.000002303981,0.0002234816],"genre_scores_gemma":[0.9998198,0.0000561344,0.00002954277,0.000006085366,0.000008073727,0.000002746051,0.00005193103,7.222538e-7,0.000024965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846892,"threshold_uncertainty_score":0.006178439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839811110660527,"score_gpt":0.2806741547001859,"score_spread":0.2322760435935806,"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."}}