{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001364043,0.000564199,0.001752572,0.0053724,0.0002654614,0.0002689137,0.0007692278,0.0003459881,0.001970179],"category_scores_gemma":[0.001256351,0.000570806,0.0006718154,0.003755596,0.0001283391,0.0008757266,0.00002526449,0.002362126,0.000020737],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007208536,"about_ca_system_score_gemma":0.1064563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7581365,"about_ca_topic_score_gemma":0.9437047,"domain_scores_codex":[0.9942324,0.000269762,0.002185655,0.0003782887,0.001179293,0.001754573],"domain_scores_gemma":[0.9892763,0.0002623528,0.001171571,0.0005688841,0.002495406,0.006225521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007374227,0.00003601338,0.9463519,0.0001109426,0.000554666,0.04361282,0.0002715367,0.0002471044,0.0005491857,0.000008549166,0.007314106,0.0008693725],"study_design_scores_gemma":[0.003335873,0.0003096235,0.953252,0.001560194,0.0003412058,0.008942419,0.00299386,0.0000456027,0.002232978,0.000001976965,0.02644223,0.0005419923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721032,0.01700739,0.0001181173,0.004850075,0.00258785,0.0002049207,0.0002104949,0.000003776429,0.002914201],"genre_scores_gemma":[0.994992,0.0003868374,0.0009793534,0.002293048,0.000658107,0.00000112111,0.00001549699,0.0001052847,0.0005687196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855682,"threshold_uncertainty_score":0.9999394,"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."}}