{"id":"W1505308803","doi":"10.15353/cjo.74.566","title":"Contact lens prescribing in Canada 2011","year":2012,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Silicone hydrogel; Orthokeratology; Lens (geology); Optometry; Receipt; Medicine; Ophthalmology; Engineering; 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":[0.000439102,0.0001489187,0.0002708448,0.001063791,0.002192307,0.001318086,0.0006931739,0.0004068414,0.004915177],"category_scores_gemma":[0.002902615,0.0002711011,0.0003780864,0.004283601,0.0003009378,0.0002757454,0.0003548312,0.0006881692,0.0004142255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04855886,"about_ca_system_score_gemma":0.06148727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934802,"about_ca_topic_score_gemma":0.9976641,"domain_scores_codex":[0.9985036,0.00005731167,0.0000943937,0.0001395243,0.0008984602,0.0003068271],"domain_scores_gemma":[0.9962574,0.0001862161,0.0006021292,0.00005083873,0.001644867,0.00125858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000177638,0.0001889797,0.8847567,0.0004592476,0.000067368,0.0006168061,0.002149456,0.0002402317,0.0007095865,0.0004996389,0.03160287,0.07853138],"study_design_scores_gemma":[0.00001820241,0.00005613091,0.9803486,0.0001714545,0.00002044349,0.0003336258,0.001668634,0.0003292347,0.0001831948,0.00002983468,0.01682265,0.00001802895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273695,0.01100089,0.0001914645,0.009385354,0.0001443298,0.0001346482,0.01911036,0.00008313638,0.03258028],"genre_scores_gemma":[0.9775375,0.007911406,0.0005286707,0.002100209,0.000052265,0.0000335719,0.003817231,0.00001941172,0.00799965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04855886,"threshold_uncertainty_score":0.3523208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905514401656497,"score_gpt":0.2749285452692863,"score_spread":0.2558734012527214,"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."}}