{"id":"W2048850738","doi":"10.1097/iio.0b013e31824b442c","title":"Management of Astigmatism","year":2012,"lang":"en","type":"review","venue":"International Ophthalmology Clinics","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Optometry; Equity (law); For profit; Ophthalmology; Business; Finance; Political science; Law","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":[0.000517359,0.0007652489,0.001167988,0.002918482,0.0004244611,0.0008076075,0.0009752774,0.0009730699,0.005176471],"category_scores_gemma":[0.001182955,0.0001715732,0.0006560723,0.001154075,0.0005182247,0.001090875,0.0006189069,0.00154365,0.002644529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333059,"about_ca_system_score_gemma":0.0008275309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008986974,"about_ca_topic_score_gemma":0.00167668,"domain_scores_codex":[0.9997035,0.00004838096,0.0000483483,0.00004759365,0.0001212481,0.00003092073],"domain_scores_gemma":[0.9995583,0.0001363442,0.0001342077,0.00002327616,0.000104403,0.00004358994],"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":[0.00006163137,0.00004408546,0.000472813,0.006224156,0.00007054611,0.001397169,0.00004665478,0.0001416721,0.0009111529,0.0008114889,0.02417865,0.9656399],"study_design_scores_gemma":[0.000158135,0.0003407849,0.01062149,0.01547592,0.0003378415,0.09589352,0.0003762293,0.0004749598,0.00352817,0.004930001,0.8677953,0.00006753975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006478396,0.9952436,0.0003708691,0.0005943879,0.0003004575,0.000009300362,0.00001968919,0.00002189435,0.002791977],"genre_scores_gemma":[0.0162732,0.9785547,0.0008992528,0.0007101779,0.0007931444,0.00001457463,0.0001152302,0.000009759984,0.002629931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005176471,"threshold_uncertainty_score":0.01731706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353810667586691,"score_gpt":0.449922462607163,"score_spread":0.3145413958484939,"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."}}