{"id":"W2810831802","doi":"10.1001/jamaophthalmol.2018.2510","title":"Association of Cataract Surgery With Traffic Crashes","year":2018,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University Health Network; Kensington Health; University of Toronto; Trillium Health Centre; Toronto Western Hospital","funders":"","keywords":"Medicine; Cataract surgery; Odds ratio; Emergency medicine; Confidence interval; Poison control; Cataracts; Crash; Injury prevention; Population; Surgery; Ophthalmology; Internal medicine; Environmental health","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":[0.0004888896,0.0001544147,0.0005731028,0.000152386,0.00009746346,0.000005326814,0.00006254897,0.0002510347,0.0006854956],"category_scores_gemma":[0.000510903,0.0001166907,0.00009797145,0.0002382015,0.0003227456,0.00009735482,0.00003355551,0.0001832485,0.0001098135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006526411,"about_ca_system_score_gemma":0.0001113552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004258307,"about_ca_topic_score_gemma":0.000004429844,"domain_scores_codex":[0.9988065,0.0001225606,0.0003030755,0.0002453256,0.0001895618,0.0003329961],"domain_scores_gemma":[0.9985324,0.0006228142,0.000253786,0.0002149548,0.0003045362,0.00007158312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00102323,0.0006325647,0.9885763,0.00009498144,0.0004197877,0.0003339819,0.0003660518,0.000001002845,0.0004319905,0.00002223913,0.007600055,0.0004978506],"study_design_scores_gemma":[0.0008846603,0.004728555,0.9879088,0.00007305233,0.0001774841,0.003955877,0.0001909423,0.00001603089,0.001433872,0.00005319384,0.0004575895,0.0001199588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904335,0.00009630126,0.000002157989,0.002676109,0.000297935,0.0001812915,0.000007885808,0.00003705944,0.006267824],"genre_scores_gemma":[0.9959462,0.00001516402,0.0001647034,0.0002032651,0.0002587869,0.00001687215,0.00002611987,0.00001744895,0.00335147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007142466,"threshold_uncertainty_score":0.7505696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402274313335198,"score_gpt":0.3324990150856756,"score_spread":0.2984762719523237,"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."}}