{"id":"W2942107446","doi":"","title":"Eye care utilization and its determinants in Canada: Cross-sectional findings from the Canadian Longitudinal Study on Aging","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Université de Montréal; University of Ottawa","funders":"","keywords":"Cross-sectional study; Longitudinal study; Medicine; Environmental health; Gerontology; Optometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001432033,0.0007036253,0.0008483047,0.002294394,0.004028045,0.002388862,0.002533166,0.001504853,0.002174331],"category_scores_gemma":[0.003801131,0.0009448328,0.001809916,0.01003351,0.0008999351,0.001228234,0.001870113,0.001808735,0.0003627892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03471827,"about_ca_system_score_gemma":0.04537995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968773,"about_ca_topic_score_gemma":0.9977624,"domain_scores_codex":[0.9980121,0.0001449925,0.0001848681,0.0003189766,0.0006311308,0.0007079141],"domain_scores_gemma":[0.995936,0.0001820556,0.0007060303,0.0001831918,0.001986713,0.001005865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004699665,0.00004712312,0.9964528,0.00002566016,0.0001228293,0.00003316996,0.0005311242,0.0000666346,0.00004665587,0.0001064756,0.0009773137,0.00154341],"study_design_scores_gemma":[0.000004125126,0.000009939455,0.9982838,0.00002973436,0.00004605593,0.00001946502,0.0009824609,0.0001360538,0.00002034754,0.00001882903,0.0004402116,0.000008875552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825716,0.002883316,0.000161102,0.001034963,0.00005060068,0.00006135478,0.01091351,0.00002588942,0.002297708],"genre_scores_gemma":[0.9935296,0.001309942,0.000225091,0.000203012,0.00001377112,0.0000264296,0.003635315,0.00000975173,0.001047154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03471827,"threshold_uncertainty_score":0.2518998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543891422635812,"score_gpt":0.4399155833891047,"score_spread":0.2855264411255235,"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."}}