{"id":"W3158273924","doi":"10.3390/vision5020019","title":"Preoperative Variables Associated with Surgical Outcome for the Correction of Exodeviation","year":2021,"lang":"en","type":"article","venue":"Vision","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Logistic regression; Visual acuity; Outcome (game theory); Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958664,0.00004595902,0.0001265507,0.00001672123,0.00007369592,0.000004042446,0.00001680677,0.0000669076,0.0001054873],"category_scores_gemma":[0.0004004853,0.00002573168,0.00003797542,0.0001308797,0.00003014033,0.0000341555,0.000007552544,0.00006610755,0.00000199468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753371,"about_ca_system_score_gemma":0.00004636867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047294,"about_ca_topic_score_gemma":0.000009888699,"domain_scores_codex":[0.9995911,0.00004681398,0.0001139288,0.00009647672,0.00008593148,0.00006579077],"domain_scores_gemma":[0.9992311,0.0004198033,0.00005263151,0.00008713693,0.0001953505,0.00001399471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002389276,0.001042817,0.9755274,0.0001002461,0.000452795,0.00006265378,0.001161611,0.001377017,0.003205231,0.001236558,0.002196104,0.0112483],"study_design_scores_gemma":[0.004202556,0.001990908,0.9609943,0.0002159364,0.0003209102,0.0001094905,0.001005995,0.02158746,0.008043175,0.0001674435,0.001255485,0.0001063187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993894,0.0001529848,0.002106562,0.0007888726,0.0002779537,0.0002788991,0.000004765264,0.00001468193,0.002481321],"genre_scores_gemma":[0.9972771,0.00001354518,0.0001182349,0.0000505693,0.00002074836,0.0000149506,0.00007476903,0.000005281073,0.002424793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021045,"threshold_uncertainty_score":0.1155012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256319614516537,"score_gpt":0.3347410255718872,"score_spread":0.3091090641202335,"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."}}