{"id":"W3125467729","doi":"10.1111/aos.14769","title":"Cholesterol and glaucoma: a systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Acta Ophthalmologica","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Medicine; Meta-analysis; Observational study; Intraocular pressure; Cholesterol; Internal medicine; Risk factor; Ophthalmology","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":[0.01344618,0.003016261,0.0193492,0.007282276,0.0007524095,0.00295311,0.002089827,0.002424318,0.003913745],"category_scores_gemma":[0.03045647,0.001814722,0.03676639,0.008077171,0.0007656698,0.001651809,0.001459484,0.001835883,0.0003466794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337781,"about_ca_system_score_gemma":0.004922382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009065822,"about_ca_topic_score_gemma":0.01861041,"domain_scores_codex":[0.9903902,0.004790529,0.002566798,0.0008175118,0.00109919,0.0003357147],"domain_scores_gemma":[0.9835125,0.01162188,0.002796313,0.0004757876,0.00137274,0.0002208783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001523838,0.00003392008,0.00292396,0.4753868,0.508279,0.0001768513,0.00008784868,0.0005089116,0.000205202,0.0001322825,0.0006621677,0.01007923],"study_design_scores_gemma":[0.0006089622,0.0002133849,0.002871455,0.03524416,0.959206,0.0001342794,0.00004291966,0.0001708945,0.00009705709,0.0001451567,0.00124189,0.00002388449],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003619051,0.9947054,0.0004129187,0.0001844175,0.0001364628,0.0004007427,0.0003555309,0.00002010306,0.0001652714],"genre_scores_gemma":[0.102779,0.89132,0.002443555,0.0007493678,0.0002341499,0.001555812,0.000625542,0.00002097018,0.0002716758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0193492,"threshold_uncertainty_score":0.07111108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07009626263464783,"score_gpt":0.3546695212010392,"score_spread":0.2845732585663914,"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."}}