{"id":"W2421786965","doi":"10.1097/icl.0000000000000138","title":"A Comparative Study Between an Oil-in-Water Emulsion and Nonlipid Eye Drops Used for Rewetting Contact Lenses","year":2015,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Emulsion; Chemistry; Materials science; Chromatography; Organic chemistry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0107007,0.0004565776,0.001460084,0.0002775464,0.0004528931,0.0003011442,0.000450181,0.000233581,0.00001914047],"category_scores_gemma":[0.009300132,0.0003409198,0.0001907479,0.0005174864,0.0003889883,0.003519206,0.0002549654,0.001075907,0.00009429911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002516341,"about_ca_system_score_gemma":0.0006978283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280783,"about_ca_topic_score_gemma":0.0004764506,"domain_scores_codex":[0.9939482,0.0009717128,0.001493501,0.00145015,0.001111679,0.001024721],"domain_scores_gemma":[0.9928127,0.003642989,0.0005399992,0.0009512884,0.001164875,0.0008881818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002805358,0.002588007,0.9468727,0.00003741121,0.0001501682,0.0001714775,0.009273932,0.000003981514,0.03265838,0.0001303585,0.00003510579,0.005273155],"study_design_scores_gemma":[0.02317931,0.03532236,0.8455991,0.000432804,0.001318319,0.00002566087,0.04888518,0.001602523,0.008054381,0.00008632394,0.03428302,0.001211074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918945,0.000144783,0.0001422951,0.003877327,0.0006106854,0.001519171,0.00001498903,0.0001075007,0.001688753],"genre_scores_gemma":[0.9952146,0.00003856864,0.002146649,0.00159729,0.0005855315,0.00004963783,0.00002421954,0.00004278974,0.0003007596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012736,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631520438986074,"score_gpt":0.4740764727641277,"score_spread":0.3109244288655203,"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."}}