{"id":"W1971744310","doi":"10.1136/ip.2007.017830","title":"Effectiveness of cataract surgery in reducing driving-related difficulties: a systematic review and meta-analysis","year":2008,"lang":"en","type":"review","venue":"Injury Prevention","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Meta-analysis; Randomized controlled trial; Medicine; Cataract surgery; Poison control; Odds ratio; Injury prevention; Physical medicine and rehabilitation; Physical therapy; Cohort study; Surgery; Emergency medicine; Internal medicine","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":[0.01077303,0.00256418,0.01819612,0.005772784,0.0005478215,0.002272278,0.001927907,0.002100106,0.002967289],"category_scores_gemma":[0.03258461,0.001545399,0.02461354,0.005082318,0.0007120683,0.001343685,0.001009417,0.001557532,0.0002298996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636412,"about_ca_system_score_gemma":0.00407541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705219,"about_ca_topic_score_gemma":0.01399699,"domain_scores_codex":[0.9923948,0.004160834,0.001812599,0.0005343529,0.0008960226,0.0002014203],"domain_scores_gemma":[0.9851766,0.01109241,0.002203916,0.000280274,0.0009734475,0.0002734006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003913198,0.00006861993,0.002342696,0.4950425,0.473388,0.00018958,0.00008096074,0.0005474613,0.0002505096,0.0001222374,0.0006108322,0.02344347],"study_design_scores_gemma":[0.002097837,0.0006591515,0.00316469,0.03530467,0.9563605,0.0001856933,0.00005536039,0.0001854903,0.0002182789,0.0001641434,0.001579058,0.00002505834],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00455195,0.9941217,0.0003674453,0.0001376887,0.0001461373,0.0002936893,0.0001735865,0.0000164898,0.0001912864],"genre_scores_gemma":[0.1072907,0.8887845,0.001985091,0.0003765171,0.0002195977,0.0008810902,0.0002668432,0.00001301135,0.000182745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01819612,"threshold_uncertainty_score":0.05697393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08426848945035027,"score_gpt":0.4237125098991862,"score_spread":0.339444020448836,"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."}}