{"id":"W3046584328","doi":"10.1016/j.oret.2020.07.022","title":"Pneumatic Retinopexy in Patients with Primary Rhegmatogenous Retinal Detachment Meeting PIVOT Trial Criteria","year":2020,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; Hospital for Sick Children; Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"Allergan; Novartis; Roche; Bayer","keywords":"Medicine; Retinal detachment; Vitrectomy; Ophthalmology; Vitreoretinal surgery; Medical record; Retrospective cohort study; Population; Surgery; Visual acuity; Retinal","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":[0.0007502493,0.0003940646,0.001116716,0.0002099758,0.0002400329,0.000638208,0.0002204138,0.0005633053,0.002001488],"category_scores_gemma":[0.001473356,0.0001340983,0.001115087,0.0003015556,0.0003023605,0.0004045008,0.0002741999,0.0006953087,0.0002031843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331545,"about_ca_system_score_gemma":0.0007554153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006572517,"about_ca_topic_score_gemma":0.002185003,"domain_scores_codex":[0.9995341,0.0002046815,0.00004718502,0.0000428081,0.00006804051,0.0001031312],"domain_scores_gemma":[0.999504,0.0001859466,0.0001282368,0.00002723396,0.00002166862,0.0001329301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4869743,0.001031884,0.3117605,0.004560491,0.008401636,0.002504048,0.0001540348,0.001928714,0.01177833,0.004008378,0.02218002,0.1447176],"study_design_scores_gemma":[0.2073861,0.04979659,0.6876757,0.001633452,0.006560009,0.005609072,0.0002847787,0.004772156,0.003904629,0.005676452,0.02656833,0.0001327827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536003,0.03051007,0.0009444459,0.002547724,0.0008379945,0.0005864914,0.00181015,0.00004819217,0.009114568],"genre_scores_gemma":[0.9944255,0.001946804,0.0003859963,0.0008458812,0.0002816089,0.0002207483,0.001167579,0.000007230084,0.0007185799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001488,"threshold_uncertainty_score":0.006695688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395362892727455,"score_gpt":0.269047649385624,"score_spread":0.2450940204583494,"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."}}