{"id":"W2163932833","doi":"10.3129/i10-084","title":"Socioeconomic factors and vision health in Canada","year":2010,"lang":"en","type":"editorial","venue":"Canadian Journal of Ophthalmology","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Environmental health; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004625011,0.002601996,0.00400381,0.004517343,0.004731985,0.00737239,0.004106155,0.01507796,0.007490193],"category_scores_gemma":[0.01629741,0.001176555,0.002834613,0.005063305,0.002317113,0.001730003,0.001016368,0.01547631,0.001728604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01826347,"about_ca_system_score_gemma":0.03422622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6320416,"about_ca_topic_score_gemma":0.7997453,"domain_scores_codex":[0.9962137,0.0003408704,0.0005733436,0.0002610275,0.002170936,0.0004401335],"domain_scores_gemma":[0.9761746,0.005628218,0.000669822,0.0002630335,0.01496148,0.002302824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003742038,0.00001420232,0.0002066089,0.0003206755,0.0000564242,0.0001222983,0.00002677458,0.00003198059,0.00001577878,0.00014314,0.995455,0.003569567],"study_design_scores_gemma":[0.0002440276,0.00003907717,0.0101803,0.00250978,0.0008912992,0.0004451552,0.0006994114,0.0004338635,0.0001345159,0.0007090244,0.9836225,0.00009103042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003241118,0.05286857,0.00006155246,0.08961948,0.8540516,0.0000266597,0.0004977621,0.00003817318,0.002512009],"genre_scores_gemma":[0.006509294,0.07258423,0.0001860462,0.04243882,0.8642932,0.00004554578,0.0003016971,0.00004431291,0.01359699],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3679584,"threshold_uncertainty_score":0.7402507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008927716371815069,"score_gpt":0.2675684135755866,"score_spread":0.2586406972037715,"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."}}