{"id":"W2915945546","doi":"10.15353/cjo.v68i6.4629","title":"Contact Lens Prescribing in Canada 2006","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Silicone hydrogel; Lens (geology); Orthokeratology; Optometry; Receipt; Medicine; Ophthalmology; Optics; Cornea; Computer science","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":[0.0004414869,0.00010691,0.0002056208,0.0007583892,0.001928625,0.0009989771,0.000424271,0.0003197778,0.004475806],"category_scores_gemma":[0.002544757,0.0002245048,0.0002976249,0.002590746,0.0002888184,0.0002340577,0.0002647222,0.0004956833,0.000310945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03050177,"about_ca_system_score_gemma":0.03467511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861925,"about_ca_topic_score_gemma":0.9950863,"domain_scores_codex":[0.9989247,0.00003995623,0.00008589212,0.00009211111,0.0006635239,0.0001939069],"domain_scores_gemma":[0.9965933,0.0002098698,0.0005864995,0.00003657876,0.001312412,0.001261319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063912,0.0001197778,0.9521418,0.0002536145,0.00003243994,0.0004029009,0.00176334,0.000148398,0.0004769606,0.0001868635,0.01019912,0.03416853],"study_design_scores_gemma":[0.00001224595,0.00005135456,0.9890257,0.0001142685,0.00001104053,0.0002745879,0.001910071,0.0002053325,0.0001328336,0.00001580011,0.008235625,0.00001118065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656875,0.003189468,0.0001195466,0.004032289,0.00005470404,0.0001199714,0.008832376,0.00003510446,0.01792921],"genre_scores_gemma":[0.990896,0.002451317,0.0003870966,0.001078515,0.00001900326,0.00002209358,0.001553135,0.000008498985,0.003584361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050177,"threshold_uncertainty_score":0.2213069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471550671491101,"score_gpt":0.2696760807837933,"score_spread":0.2549605740688823,"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."}}