{"id":"W2123000593","doi":"10.1016/j.jcrs.2004.06.066","title":"Environmental factors and LASIK","year":2004,"lang":"en","type":"letter","venue":"Journal of Cataract & Refractive Surgery","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LASIK; Keratomileusis; Univariate; Linear regression; Variables; Confounding; Bayesian multivariate linear regression; Multivariate statistics; Regression analysis; Multivariable calculus; Multivariate analysis; Medicine; Statistics; Mathematics; Ophthalmology; Cornea; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046025,0.0002509536,0.0002333553,0.0006728288,0.0004204419,0.0008635672,0.0002588128,0.0003688498,0.008484096],"category_scores_gemma":[0.003171682,0.0001115352,0.000412305,0.001203178,0.0002875293,0.0003979448,0.0005564701,0.0007065345,0.0005288273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004355654,"about_ca_system_score_gemma":0.0004442906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00631065,"about_ca_topic_score_gemma":0.006491562,"domain_scores_codex":[0.9994804,0.0001745648,0.00005088174,0.0000800715,0.0001348465,0.00007923168],"domain_scores_gemma":[0.9977459,0.001011902,0.0006115332,0.0001028746,0.0003398859,0.0001877252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005087051,0.0002224879,0.8809689,0.0007590266,0.000400684,0.001298123,0.0004757461,0.000250703,0.0009317774,0.00197927,0.01001605,0.1021885],"study_design_scores_gemma":[0.00001284505,0.0001989062,0.9716989,0.0004029239,0.000170679,0.002815731,0.0005930004,0.0002833575,0.0003745063,0.001381565,0.02203539,0.00003226893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7267225,0.2226707,0.003101253,0.01290248,0.001419077,0.00006531728,0.001851791,0.00009537784,0.03117145],"genre_scores_gemma":[0.9442757,0.04827153,0.000839625,0.001063518,0.0006335577,0.00001890614,0.0008320604,0.00003706299,0.004028025],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008484096,"threshold_uncertainty_score":0.02838212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682560419514869,"score_gpt":0.2856203630318364,"score_spread":0.2587947588366877,"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."}}