{"id":"W2035719674","doi":"10.1097/opx.0b013e31826c6508","title":"The Impact of Intermittent Air Exposure on Lipid Deposition","year":2012,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Deposition (geology); Lens (geology); Chromatography; Optics; Biology","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":[0.0005983924,0.00006123561,0.00009318282,0.0001138827,0.0001809022,0.00002268479,0.00008240507,0.00002656523,0.0000125209],"category_scores_gemma":[0.0001002151,0.00003083628,0.00006213944,0.0004711988,0.0001750242,0.0002282834,0.00004656701,0.00008199309,0.00001361579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948844,"about_ca_system_score_gemma":0.00002982469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006365987,"about_ca_topic_score_gemma":8.380153e-8,"domain_scores_codex":[0.9992799,0.0000187306,0.0001068684,0.0001109,0.0002987652,0.0001848595],"domain_scores_gemma":[0.9994668,0.00006890552,0.00004766599,0.000210062,0.00006963666,0.0001368949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002040143,0.0001742333,0.7449586,0.00001542217,0.00001266165,0.000001297341,0.0002255955,0.000002863044,0.1523064,0.0001614019,0.0000471948,0.1018903],"study_design_scores_gemma":[0.0002261247,0.001064848,0.9602691,0.00007449389,0.000008194074,0.000011125,0.0001466854,0.0001813335,0.03782772,0.000003086599,0.0001485984,0.00003869411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976917,0.0003731939,0.0001460247,0.0001884355,0.0001381143,0.00008263669,0.000001034941,0.000007635824,0.001371263],"genre_scores_gemma":[0.9995859,0.00008058271,0.00009249407,0.0000921225,0.00005278859,0.000001173436,5.028396e-7,0.000002775717,0.00009160759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153105,"threshold_uncertainty_score":0.1391372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309749261304761,"score_gpt":0.4046656182104483,"score_spread":0.3915681255974007,"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."}}