{"id":"W2606956494","doi":"10.1097/ico.0000000000001204","title":"Water Exposure is a Common Risk Behavior Among Soft and Gas-Permeable Contact Lens Wearers","year":2017,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institutes of Health","keywords":"Contact lens; Medicine; Lens (geology); Ophthalmology; Optics","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":[0.0001578784,0.000192872,0.0003635285,0.00003829126,0.000428951,0.0001286227,0.0001431919,0.0001501131,0.0003809443],"category_scores_gemma":[0.00004063678,0.0001404601,0.000117422,0.00001558346,0.0001255691,0.0002544938,0.0001017009,0.0002987066,0.0001891795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003088287,"about_ca_system_score_gemma":0.00002814236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140828,"about_ca_topic_score_gemma":0.00033861,"domain_scores_codex":[0.9989221,0.00003119673,0.0001834464,0.0003116361,0.0001832353,0.000368385],"domain_scores_gemma":[0.9987708,0.00002032109,0.00009818756,0.0008673405,0.00006984074,0.0001734728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000883429,0.00007441098,0.9817616,0.00003096778,0.00006107822,0.0002125818,0.0008237087,1.861949e-7,0.008767158,0.000008550171,0.0005539016,0.007617501],"study_design_scores_gemma":[0.002053731,0.0004291147,0.9660398,0.0001130354,0.0004352824,0.00002171616,0.000241421,0.0001408386,0.02047671,0.00003382631,0.009796645,0.0002178526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957041,0.0003795071,0.00001044095,0.0006219324,0.0001877266,0.0003852385,0.00003059205,0.00005779196,0.002622629],"genre_scores_gemma":[0.9959298,0.0002823065,0.00003608176,0.0004365644,0.0000883799,0.00002581702,0.00002019008,0.00003527433,0.003145572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572179,"threshold_uncertainty_score":0.5727799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869197011254456,"score_gpt":0.2547131010160303,"score_spread":0.2360211309034858,"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."}}