{"id":"W2792030370","doi":"10.2147/rmhp.s141659","title":"Cost and quality of life of overlooked eye care needs of children","year":2018,"lang":"en","type":"review","venue":"Risk Management and Healthcare Policy","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Cochrane Library; Christian ministry; Cost analysis; Strabismus; Optometry; Pediatrics; Meta-analysis; Surgery; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004378792,0.0003148273,0.002374601,0.0005999068,0.00009356741,0.000003175006,0.00009911659,0.0002442239,0.00001198059],"category_scores_gemma":[0.0001144839,0.0002463695,0.000236284,0.0003776272,0.0004088642,0.00002818887,0.0002893751,0.0002170938,0.000001873871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005219649,"about_ca_system_score_gemma":0.0001672534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005090953,"about_ca_topic_score_gemma":0.00003789569,"domain_scores_codex":[0.9979584,0.0002805534,0.001022699,0.0002531411,0.0002088692,0.000276395],"domain_scores_gemma":[0.9981466,0.00009904031,0.00104474,0.0003824703,0.0001539085,0.0001732381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160943,0.0001981725,0.4191793,0.2646056,0.001616544,9.576519e-7,0.001986549,1.043311e-8,2.529e-8,0.004373122,0.0003508733,0.3075279],"study_design_scores_gemma":[0.00295773,0.004083765,0.8809095,0.02324721,0.004395223,0.00000938354,0.003535785,3.855618e-7,0.000001444068,0.0001668394,0.0802294,0.0004633045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04110802,0.9552916,0.000001533696,0.0001686021,0.000053177,0.001945628,0.0003862807,0.00001326969,0.001031841],"genre_scores_gemma":[0.0499726,0.9491634,0.00008806393,0.00008787643,0.0001926353,0.00003706548,0.0001115088,0.00002338492,0.0003234527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4617302,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278082264010426,"score_gpt":0.48008979965773,"score_spread":0.3522815732566873,"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."}}