{"id":"W2152854006","doi":"10.1097/opx.0b013e31821ffe14","title":"Risk Factors for Interruption to Soft Contact Lens Wear in Children and Young Adults","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Early adulthood; Chart; Young adult; Interrupt; Pediatrics; Ophthalmology; Gerontology","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":[0.0004914586,0.00009576105,0.0001601852,0.000344435,0.0001234392,0.00003818134,0.00008031266,0.00004815429,0.00001795441],"category_scores_gemma":[0.0002861066,0.00007215029,0.00002862726,0.0004943404,0.00008179366,0.0003733374,0.00006863879,0.00009832598,0.000006463954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254151,"about_ca_system_score_gemma":0.00002203094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000238245,"about_ca_topic_score_gemma":0.00001357947,"domain_scores_codex":[0.9990985,0.0000138233,0.0001398185,0.0003466824,0.000188362,0.0002127492],"domain_scores_gemma":[0.9995444,0.00003907186,0.0000437569,0.0001528854,0.000060696,0.000159157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001848171,0.00004504067,0.9814286,0.000009808688,0.000004749742,7.359601e-7,0.001742878,1.077078e-7,0.005490322,0.00003003803,0.000002879577,0.01106008],"study_design_scores_gemma":[0.0008740986,0.0008104566,0.9916958,0.0001255265,0.00001470539,0.000005799803,0.0007071357,0.0003158068,0.005304647,0.000009883421,0.00004328178,0.00009285641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99801,0.00008927874,0.001189337,0.00003947267,0.00009552074,0.0003912864,0.00001338894,0.00001564847,0.0001560776],"genre_scores_gemma":[0.9988341,0.0001069857,0.0008900224,0.00009577257,0.00001482781,0.000004110836,0.00000268349,0.000005722669,0.00004572186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096722,"threshold_uncertainty_score":0.2942204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125914934471416,"score_gpt":0.367389509901962,"score_spread":0.3461303605572478,"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."}}