{"id":"W2105787336","doi":"10.1016/j.clae.2010.06.007","title":"Global trends in prescribing contact lenses for extended wear","year":2010,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Abbott Medical Optics","keywords":"Optometry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750369,0.0002610539,0.0005574038,0.0001368539,0.00009393057,0.00007066383,0.0000882628,0.0001742866,0.0001688757],"category_scores_gemma":[0.00006586646,0.0002233278,0.0002044994,0.0001493252,0.00004037955,0.0002135676,0.00004563978,0.0002424692,0.000006886243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004015263,"about_ca_system_score_gemma":0.0000651779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152223,"about_ca_topic_score_gemma":0.0009977325,"domain_scores_codex":[0.9986111,0.00002368073,0.0003429138,0.0004193015,0.0001411429,0.0004618898],"domain_scores_gemma":[0.9993276,0.00004151291,0.000083731,0.0003230394,0.00006681967,0.0001572981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009695517,0.0002170985,0.4862356,0.0001121429,0.00009665645,0.0001835974,0.0003130811,5.52312e-8,0.4295366,0.002056748,0.0001001712,0.08017862],"study_design_scores_gemma":[0.005540684,0.001227359,0.9613999,0.0003416264,0.0001141102,0.00004317131,0.000339642,0.0001689834,0.004104921,0.00005240761,0.02634204,0.0003251373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994834,0.0007973078,0.00008209883,0.0009356468,0.0004157983,0.0003790759,0.00008037361,0.00006992176,0.00240577],"genre_scores_gemma":[0.9976527,0.0001794521,0.0003322555,0.0006259577,0.0001824385,0.00002814637,0.00002474688,0.00002864727,0.0009456651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751643,"threshold_uncertainty_score":0.9107044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672833296848275,"score_gpt":0.2924607080288133,"score_spread":0.2757323750603305,"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."}}