{"id":"W2913052258","doi":"10.1080/09286586.2019.1574839","title":"Interventions to improve gender equity in eye care in low-middle income countries: A systematic review","year":2019,"lang":"en","type":"review","venue":"Ophthalmic Epidemiology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Medicine; Psychological intervention; Observational study; Socioeconomic status; Family medicine; MEDLINE; Trachoma; Environmental health; Nursing; Population","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005706368,0.0009341912,0.01311976,0.00084963,0.00007086545,0.000006766853,0.0006129832,0.00103948,0.0002835113],"category_scores_gemma":[0.00923718,0.0006991069,0.00156986,0.0007879088,0.0001914904,0.00008411583,0.0009466902,0.001425011,0.001518674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150431,"about_ca_system_score_gemma":0.0005366004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008390184,"about_ca_topic_score_gemma":0.00002019766,"domain_scores_codex":[0.9892985,0.003386636,0.004655333,0.001273289,0.0002128569,0.001173366],"domain_scores_gemma":[0.993792,0.003047938,0.001355547,0.001372951,0.0001727772,0.0002587645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003640653,0.0002467707,0.008849385,0.989315,0.000297177,0.0002864516,0.0001884268,7.082838e-7,2.830976e-8,0.0001525049,0.0001218072,0.0005053696],"study_design_scores_gemma":[0.0007650623,0.001524141,0.002121603,0.9883766,0.003348706,0.000808338,0.0001786111,0.000001909959,3.160937e-8,0.00008571554,0.00224978,0.0005395672],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006086418,0.9850749,0.000006182166,0.0003034163,0.0009007742,0.01157905,0.0001403779,0.00004272976,0.001343869],"genre_scores_gemma":[0.001830772,0.9916707,0.0001145161,0.001339748,0.0001096479,0.003375046,0.0002395929,0.00008561056,0.001234326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0115499,"threshold_uncertainty_score":0.999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2539292245674267,"score_gpt":0.5328055417793813,"score_spread":0.2788763172119546,"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."}}