{"id":"W1963896300","doi":"10.1002/ajim.20384","title":"Visual function of police officers who have undergone refractive surgery","year":2006,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Refractive surgery; Optometry; Function (biology); Ophthalmology; Surgery; Cornea","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":[0.0008599368,0.0002043087,0.001282942,0.0005898291,0.00005112579,0.000005698626,0.00008252391,0.0001130324,0.0001775948],"category_scores_gemma":[0.0005830954,0.0001447815,0.0002478067,0.0006018048,0.0009800615,0.0001499379,0.00001389142,0.0005517426,0.00000286794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438727,"about_ca_system_score_gemma":0.0005594391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763517,"about_ca_topic_score_gemma":0.00002711631,"domain_scores_codex":[0.9974189,0.0001514425,0.001247945,0.0001443795,0.0007812984,0.0002560579],"domain_scores_gemma":[0.9967491,0.0006883243,0.001690646,0.0001753779,0.0004851032,0.0002114372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03439755,0.001656002,0.2479651,0.0001051696,0.002802017,0.0002743218,0.002829501,0.0001300417,0.01631387,0.001710356,0.09801835,0.5937977],"study_design_scores_gemma":[0.06094621,0.1242274,0.5320438,0.02141665,0.01238789,0.004851156,0.1728403,0.0002934698,0.04112393,0.001233119,0.02654919,0.002086964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891925,0.000225044,0.001476806,0.002362332,0.0005257523,0.00017473,0.000005957351,0.00001424467,0.00602261],"genre_scores_gemma":[0.9957032,0.00006168761,0.0001314847,0.0003021456,0.003571484,0.000001327555,0.00001532922,0.00002651922,0.0001868781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5917108,"threshold_uncertainty_score":0.5904017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958082563354593,"score_gpt":0.2978598448218423,"score_spread":0.2682790191882964,"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."}}