{"id":"W2943882582","doi":"10.15353/cjo.78.476","title":"Canadian Optometric Low Vision: Predictive Factors and Regional Comparisons","year":2016,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Optometric Education Trust Fund","keywords":"Respondent; Referral; Medicine; Demographics; Optometry; Family medicine; Government (linguistics); Population; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0018753,0.0004313646,0.0004493146,0.003227877,0.003296611,0.001654822,0.001850581,0.0005125962,0.004209595],"category_scores_gemma":[0.00735942,0.0003265905,0.0007450418,0.006507373,0.00118925,0.0004590078,0.001579031,0.0008597514,0.0003382907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02388115,"about_ca_system_score_gemma":0.02885133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910682,"about_ca_topic_score_gemma":0.9919756,"domain_scores_codex":[0.9977059,0.0001721321,0.0001335259,0.0003811789,0.00105089,0.0005561837],"domain_scores_gemma":[0.9941224,0.0004108186,0.001292547,0.0001502789,0.002842167,0.001181737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008243872,0.00002313488,0.9900917,0.00007140474,0.00006146398,0.00009750557,0.001026658,0.0001208207,0.00009478708,0.0001808951,0.001382441,0.006766812],"study_design_scores_gemma":[0.000007231999,0.00001816175,0.9968542,0.00005247294,0.00003503203,0.00008599961,0.00165595,0.0002390123,0.00003562011,0.00004151256,0.0009650735,0.000009777479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987341,0.001897071,0.0002070841,0.001036885,0.00003422734,0.00006218131,0.003086376,0.00002535024,0.006309743],"genre_scores_gemma":[0.9982606,0.0003621445,0.0002046021,0.00006278932,0.000007623967,0.00001261537,0.0007636637,0.000007387218,0.0003185641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388115,"threshold_uncertainty_score":0.1732706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06238028395704266,"score_gpt":0.4482418483334044,"score_spread":0.3858615643763618,"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."}}