{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073304,0.0007285164,0.0007557206,0.0002447531,0.0001982299,0.0005430168,0.0004560298,0.0007482094,0.002302223],"category_scores_gemma":[0.0005752778,0.0002429563,0.0005936252,0.000207419,0.0004376284,0.0005383606,0.0002317264,0.0008758854,0.0003610164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109269,"about_ca_system_score_gemma":0.0006574638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000542969,"about_ca_topic_score_gemma":0.001240428,"domain_scores_codex":[0.9997239,0.0001190354,0.00002366632,0.00005717545,0.00004035241,0.00003577542],"domain_scores_gemma":[0.9996394,0.00005745007,0.0001552524,0.00002177033,0.00003369446,0.00009242656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6368914,0.0286963,0.01081678,0.002785008,0.001427438,0.0002599204,0.0002940695,0.0007180479,0.1459341,0.0002207583,0.002984214,0.168972],"study_design_scores_gemma":[0.4080597,0.5391441,0.02551368,0.0001161657,0.001242383,0.0004792135,0.00009680512,0.0009624136,0.02095827,0.0001143444,0.003276987,0.00003589559],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950535,0.002389556,0.0003687844,0.0001581437,0.00004610583,0.0008705768,0.0003511883,0.00005934741,0.0007028761],"genre_scores_gemma":[0.9941083,0.001128165,0.001712553,0.0003436317,0.00008637471,0.001020135,0.0004118183,0.00001659035,0.0011724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002302223,"threshold_uncertainty_score":0.007701695,"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."}}