{"id":"W2143958786","doi":"10.1136/bjophthalmol-2014-305220","title":"Randomised masked clinical trial of the MGDRx eyebag for the treatment of meibomian gland dysfunction-related evaporative dry eye","year":2014,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meibomian gland; Ophthalmology; Visual acuity; Eyelid; Hyperaemia; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003142688,0.001698778,0.003385853,0.0004847542,0.000541758,0.0009129068,0.001105366,0.002164248,0.00904954],"category_scores_gemma":[0.003556615,0.0008481886,0.001231352,0.0003401823,0.00176793,0.00098575,0.0004672093,0.001726372,0.00129874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540323,"about_ca_system_score_gemma":0.001454047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000570989,"about_ca_topic_score_gemma":0.001204776,"domain_scores_codex":[0.9985232,0.0008148429,0.000110791,0.0002259099,0.0001195184,0.0002057601],"domain_scores_gemma":[0.998078,0.0007058097,0.0004048975,0.0002062438,0.0001236607,0.0004814526],"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":[0.9835095,0.007919491,0.000348079,0.000215819,0.0001235678,0.00003522796,0.00003975427,0.00008559052,0.002978051,0.00005097092,0.0001633076,0.004530649],"study_design_scores_gemma":[0.8662214,0.1319728,0.001096242,0.00000971649,0.00006369226,0.00002103198,0.00001056248,0.000113093,0.0002415037,0.00004667394,0.0001960216,0.000007254524],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885554,0.001469817,0.0005518316,0.000331931,0.0005584216,0.007010975,0.0004564233,0.00006663273,0.0009985263],"genre_scores_gemma":[0.983882,0.001000878,0.001929982,0.0009391225,0.0008910839,0.008241325,0.0005401558,0.00001623697,0.002559372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00904954,"threshold_uncertainty_score":0.03027374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676718772641229,"score_gpt":0.3428629591620762,"score_spread":0.3060957714356639,"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."}}