{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003291913,0.0002466913,0.0007311874,0.00009974193,0.00007793038,0.00001728892,0.0001047544,0.0001126675,0.0002180301],"category_scores_gemma":[0.0007114754,0.0001515817,0.0002422471,0.0001765817,0.00009987768,0.00007107401,0.00003318247,0.0001339973,0.00002188862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006095425,"about_ca_system_score_gemma":0.00007674542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006501288,"about_ca_topic_score_gemma":0.000003747926,"domain_scores_codex":[0.9983979,0.00006711995,0.0004656859,0.0002593587,0.0004192416,0.0003907095],"domain_scores_gemma":[0.9985123,0.0003504029,0.0003310204,0.0003115105,0.0003275336,0.0001671892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009704849,0.0002589405,0.991837,0.0002991974,0.0003507022,0.00001000986,0.0002597099,6.717718e-7,0.005014681,0.0001038208,0.001008196,0.0007600355],"study_design_scores_gemma":[0.001260844,0.000816408,0.9859355,0.0005225547,0.0003160779,0.00001617931,0.0002742365,0.00008948376,0.009955806,0.0001579269,0.0004245636,0.0002304236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958351,0.00007684351,0.0001747014,0.0004251841,0.00007964516,0.001120209,0.00001673047,0.00007449491,0.00219706],"genre_scores_gemma":[0.9970969,0.00001121053,0.0005291267,0.0001307778,0.00001948827,0.00009052389,0.0001020826,0.00004320005,0.001976715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005901491,"threshold_uncertainty_score":0.6181324,"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."}}