{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286646,0.0003234282,0.0003145021,0.0005662657,0.0004744346,0.0003102287,0.0001347598,0.0002484254,0.003826106],"category_scores_gemma":[0.001679748,0.0001548404,0.0002484951,0.0002475629,0.0002686152,0.0002271343,0.0002844303,0.0002147663,0.0005812061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203043,"about_ca_system_score_gemma":0.0002387745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002912848,"about_ca_topic_score_gemma":0.002458413,"domain_scores_codex":[0.9997885,0.00002764974,0.00001938322,0.00002711657,0.00006140737,0.00007600108],"domain_scores_gemma":[0.9993448,0.00006199571,0.0002678246,0.00003360989,0.000138055,0.0001537778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007917697,0.0003974313,0.9808123,0.00005511247,0.00005945013,0.00105499,0.000744811,0.0000562525,0.003980181,0.00002336432,0.0005455154,0.01147875],"study_design_scores_gemma":[0.00002077156,0.001829176,0.9949616,0.0000107251,0.00002089701,0.001339544,0.0005964672,0.00006689136,0.0005505073,0.00001185724,0.0005861169,0.000005373158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995281,0.00005794121,0.00001650041,0.00001797434,0.00000622022,0.000005519556,0.00005782011,0.000002223125,0.0003077694],"genre_scores_gemma":[0.9994169,0.00004995304,0.00002262585,0.0000228777,0.000008644642,0.00000446722,0.0001082721,7.870791e-7,0.0003654139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003826106,"threshold_uncertainty_score":0.01279962,"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."}}