{"id":"W2022469010","doi":"10.1016/j.jcjo.2012.03.041","title":"Utilization of eye care providers by Canadian adolescents: evidence from the Canadian Community Health Survey","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Eye care; Government (linguistics); Health care; Demography; Confounding; Family medicine; Optometry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001851896,0.0002217038,0.0005884026,0.0003731982,0.0009495072,0.00002059115,0.0004244918,0.000252788,0.0004387751],"category_scores_gemma":[0.001644041,0.0001777454,0.0001099444,0.0003446861,0.0005518529,0.000236832,0.00002129549,0.0009072621,0.00001226444],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698343,"about_ca_system_score_gemma":0.01209871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984177,"about_ca_topic_score_gemma":0.9966033,"domain_scores_codex":[0.9965992,0.001528939,0.0006090369,0.0001343924,0.000190309,0.0009381519],"domain_scores_gemma":[0.9955006,0.0003405667,0.0004116673,0.0003981084,0.0006719623,0.002677122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006447268,0.00004967972,0.9832066,0.00007198165,0.0001283496,0.0002668358,0.005444815,0.000002333979,0.000006059279,0.000007436566,0.01058342,0.0001679875],"study_design_scores_gemma":[0.000459757,0.001185691,0.9887626,0.0005710454,0.00007310898,0.003949993,0.004329117,0.000001593261,0.00003213089,0.00001434098,0.0004956121,0.0001250749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978916,0.01585232,0.000003022161,0.002717301,0.0008653683,0.0003984726,0.0005656579,0.000002311465,0.0006795417],"genre_scores_gemma":[0.9986066,0.00004025104,0.00003561549,0.0009021641,0.0001279789,0.000003718625,0.0001656619,0.00002467902,0.00009339204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969054,"threshold_uncertainty_score":0.9935018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145458242347858,"score_gpt":0.4008779914770134,"score_spread":0.2554197491291553,"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."}}