{"id":"W2114428953","doi":"10.1097/00055735-200102000-00010","title":"Indications for cataract surgery","year":2001,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Hippocratic Oath; Cataract surgery; Cataracts; Harm; Confounding; Optometry; General surgery; Ophthalmology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005886839,0.0005505817,0.002914078,0.00104533,0.0001416288,0.00001002389,0.0002085172,0.0006655125,0.0003048888],"category_scores_gemma":[0.0006365164,0.0004694496,0.0008536984,0.0007124691,0.0002388061,0.0000642136,0.0001224014,0.0007652919,0.0001976632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144691,"about_ca_system_score_gemma":0.0006729277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008791199,"about_ca_topic_score_gemma":1.051649e-7,"domain_scores_codex":[0.9970178,0.0002688002,0.001186847,0.00073256,0.000148788,0.0006452322],"domain_scores_gemma":[0.9969168,0.001785947,0.0005436594,0.0005046636,0.00009376723,0.0001551617],"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":[0.0001464691,0.003760646,0.05240089,0.1137054,0.0005409089,0.00008855579,0.00008711893,1.460114e-7,2.455915e-8,0.0006457315,0.03778182,0.7908423],"study_design_scores_gemma":[0.0004477091,0.0005578035,0.005545004,0.01690103,0.0003936442,0.007338749,0.00001480679,0.000001331502,2.689373e-8,0.0002193671,0.9682071,0.0003734646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001824497,0.9871662,0.00001959778,0.0001662706,0.009656208,0.002305881,0.0001393714,0.00004558414,0.0003184892],"genre_scores_gemma":[0.0001296749,0.9927182,0.00005839808,0.00001061811,0.001196881,0.002036981,0.003373384,0.00006684596,0.0004090376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9304252,"threshold_uncertainty_score":0.9997757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3731555626204181,"score_gpt":0.5369412408255232,"score_spread":0.1637856782051051,"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."}}