{"id":"W2054345299","doi":"10.1016/j.exer.2013.04.020","title":"Astigmatism and its role in emmetropization","year":2013,"lang":"en","type":"review","venue":"Experimental Eye Research","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Astigmatism; Accommodation; Refractive error; Optics; Optometry; Ophthalmology; Physics; Medicine; Visual acuity","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":[0.0004556138,0.0002402197,0.0009666696,0.0005741208,0.0001409307,0.00002881422,0.00009686789,0.0002708796,0.0005131685],"category_scores_gemma":[0.0001574057,0.0001835317,0.00008596814,0.0004469415,0.00015379,0.0001005273,0.00032653,0.0006905588,0.0005751591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624847,"about_ca_system_score_gemma":0.0001115205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005168109,"about_ca_topic_score_gemma":5.668068e-7,"domain_scores_codex":[0.9980185,0.0003940422,0.0003500248,0.0003928836,0.0003997392,0.0004448068],"domain_scores_gemma":[0.9993997,0.0001610828,0.00005630849,0.0001713558,0.00006597042,0.0001456494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287391,0.004262244,0.004255788,0.04050431,0.0006827016,0.0004225242,0.002426278,6.676514e-8,0.0008646989,0.002396227,0.003930449,0.940126],"study_design_scores_gemma":[0.003081308,0.007848208,0.005003678,0.04025645,0.0002237698,0.0004675051,0.003666311,0.0001218061,0.0013317,0.0001249041,0.9368967,0.0009776432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009401573,0.9857475,2.457477e-7,0.00005137681,0.00006981913,0.001747787,0.000004461742,0.00001864672,0.002958551],"genre_scores_gemma":[0.01202953,0.9840309,0.00005008032,0.00001072223,0.0001167872,0.0006636758,0.00005392523,0.0000378917,0.003006494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9391483,"threshold_uncertainty_score":0.7484205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2433895894110526,"score_gpt":0.5640701874284986,"score_spread":0.320680598017446,"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."}}