{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002119558,0.0005904434,0.001649046,0.006693845,0.0002611233,0.0001647796,0.0008599471,0.0003545416,0.00241289],"category_scores_gemma":[0.0007214283,0.000565037,0.0006044751,0.002143917,0.0001397587,0.001503045,0.00002239867,0.002290192,0.00005150513],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007383357,"about_ca_system_score_gemma":0.04790901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.804574,"about_ca_topic_score_gemma":0.8376494,"domain_scores_codex":[0.9939717,0.0002366366,0.002088013,0.0002743823,0.001127193,0.002302063],"domain_scores_gemma":[0.9878134,0.0002456504,0.00131607,0.000513811,0.001345066,0.008766075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009473016,0.00004340264,0.9843379,0.00009388786,0.0005014869,0.005504632,0.0005207047,0.00007313722,0.0002648332,0.000009891377,0.007743054,0.0008122984],"study_design_scores_gemma":[0.002637172,0.0003394241,0.9649168,0.000902781,0.0003333197,0.004721003,0.002326559,0.00002217706,0.0008432869,9.129672e-7,0.02242928,0.0005272903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729942,0.01801447,0.00009908326,0.002595716,0.003467054,0.0002782457,0.0001218108,0.000004108829,0.002425334],"genre_scores_gemma":[0.9958346,0.0002801004,0.0008027264,0.001576208,0.001078798,0.000001441703,0.000008376311,0.0001123783,0.0003052992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04052565,"threshold_uncertainty_score":0.9996801,"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."}}