{"id":"W2981290158","doi":"","title":"Intraocular lenses for the treatment of age-related cataracts: an evidence-based analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cataracts; Medicine; Intraocular lenses; Ophthalmology; Optometry; Cataract surgery; Intraocular lens; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002758246,0.0001192511,0.0003699785,0.0001144831,0.0001021131,0.000006961458,0.00006219841,0.00006260447,0.00001517431],"category_scores_gemma":[0.0001815151,0.00006726025,0.0002347592,0.000308927,0.0001273732,0.00007267406,0.000003216488,0.00004020253,0.00000130039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005302982,"about_ca_system_score_gemma":0.00002306239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007612826,"about_ca_topic_score_gemma":0.00001005672,"domain_scores_codex":[0.99919,0.00005145174,0.0002310133,0.0001791185,0.0001109891,0.0002373684],"domain_scores_gemma":[0.9991285,0.0003434218,0.00009241931,0.0002857207,0.00007421133,0.00007575914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005217597,0.01299148,0.5333437,0.000149363,0.01280526,0.0001944896,0.002240319,0.0004659728,0.0008393716,0.0004086379,0.0008030755,0.4305408],"study_design_scores_gemma":[0.001318562,0.004567418,0.9854775,0.00001493144,0.003997712,0.000005065463,0.00007477273,0.000187839,0.003644591,0.00008934115,0.0005552989,0.00006695461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891205,0.004251848,0.0001004875,0.004899083,0.00006698814,0.00145427,0.000007313237,0.00003105966,0.00006848776],"genre_scores_gemma":[0.9979045,0.000435057,0.00008088652,0.0004410901,0.00005598878,0.0005854194,0.00003833845,0.000005141711,0.000453563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521338,"threshold_uncertainty_score":0.2742794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095898933281282,"score_gpt":0.3660445900544653,"score_spread":0.2564546967263371,"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."}}