{"id":"W4324370124","doi":"10.1016/j.ophtha.2023.03.002","title":"Open-Globe Injury Repairs in the American Academy of Ophthalmology IRIS® Registry 2014 – 2018","year":2023,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"American Academy of Ophthalmology; National Eye Institute; Bausch Health; Horizon Therapeutics; Regeneron Pharmaceuticals; National Institute on Aging; Research to Prevent Blindness","keywords":"Medicine; Confidence interval; Odds ratio; Incidence (geometry); Current Procedural Terminology; Demography; Visual acuity; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312351,0.0002496466,0.0009322425,0.0003003212,0.00008824487,0.00001786003,0.0009614417,0.0002460949,0.0005911667],"category_scores_gemma":[0.000317465,0.000182869,0.0001785793,0.001028402,0.001194272,0.00009397947,0.0003872121,0.0004295625,0.0003208755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004655363,"about_ca_system_score_gemma":0.0001183552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695407,"about_ca_topic_score_gemma":8.996325e-7,"domain_scores_codex":[0.9975579,0.0004047597,0.0006732483,0.0005067348,0.0002929717,0.00056437],"domain_scores_gemma":[0.9983641,0.0003646015,0.000377859,0.0007522583,0.00004076012,0.0001004393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003563845,0.00101988,0.735393,0.0005129693,0.0004217402,0.01278456,0.001586595,0.00001509995,0.005606213,0.0203949,0.2169625,0.001738644],"study_design_scores_gemma":[0.001217046,0.002759628,0.9365912,0.0001009027,0.0001061892,0.03858176,0.00175386,0.00004168975,0.0009318971,0.01139,0.006237332,0.0002885034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241453,0.0001568512,0.000002485357,0.004295239,0.0001662526,0.0006126568,0.00004130289,0.00004906074,0.07053089],"genre_scores_gemma":[0.9958708,0.00005787333,0.0007368496,0.0004188685,0.0001376733,0.0001086171,0.00005543404,0.00003692341,0.002577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107252,"threshold_uncertainty_score":0.745718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551047065263492,"score_gpt":0.3929196593880233,"score_spread":0.3374091887353884,"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."}}