{"id":"W3081761642","doi":"10.2147/opth.s261318","title":"<p>Efficacy and Safety of Phospholipid Nanoemulsion-Based Ocular Lubricant for the Management of Various Subtypes of Dry Eye Disease: A Phase IV, Multicenter Trial</p>","year":2020,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Ophthalmology; Cohort; Visual analogue scale; Surgery; Internal 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":[0.0007370774,0.0002325985,0.00112724,0.0000458526,0.00005440506,0.000004224345,0.0002599356,0.0001799158,0.0001797242],"category_scores_gemma":[0.0008906069,0.0001621123,0.0005450796,0.0001898919,0.000478721,0.00002592466,0.0001472986,0.0001903414,0.000005641222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709368,"about_ca_system_score_gemma":0.0001461984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000991767,"about_ca_topic_score_gemma":5.201216e-7,"domain_scores_codex":[0.997326,0.0002368636,0.001356092,0.0004964378,0.0002881145,0.0002964566],"domain_scores_gemma":[0.9965183,0.001784573,0.0005411935,0.0006556426,0.0001993348,0.0003009176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6656658,0.01642198,0.2616206,0.004037302,0.004952596,0.001639171,0.0004171153,0.0001962323,0.0155314,0.001814257,0.000193793,0.02750968],"study_design_scores_gemma":[0.3787068,0.02524347,0.5365341,0.0009930931,0.007360794,0.000006626201,0.0001806588,0.01755168,0.005015631,0.0001382555,0.02761642,0.000652407],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901593,0.002891507,0.001081921,0.002882862,0.0003613186,0.002354894,0.0001172037,0.00001647744,0.0001345016],"genre_scores_gemma":[0.9971604,0.0004914026,0.001469334,0.0005176074,0.0001125487,0.0000517281,0.00004410545,0.00003263073,0.0001202809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.286959,"threshold_uncertainty_score":0.6610748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405732878042033,"score_gpt":0.3637326352550087,"score_spread":0.3196753064745883,"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."}}