{"id":"W2919341381","doi":"10.1016/j.jtos.2019.02.012","title":"Efficacy of topical ophthalmic drugs in the treatment of dry eye disease: A systematic literature review","year":2019,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McGill University","funders":"VISTAKON Pharmaceuticals; Natural Sciences and Engineering Research Council of Canada; Allergan; Alcon; Canadian Institutes of Health Research; Novartis; Santen; CooperVision; Shire; National Institutes of Health","keywords":"Medicine; Clinical trial; Clinical endpoint; Adverse effect; Disease; Drug; Clinical study design; Intensive care medicine; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003202757,0.001184862,0.005607258,0.007878689,0.0004890913,0.001584481,0.001418924,0.00134834,0.005443399],"category_scores_gemma":[0.01090781,0.0005458668,0.00411529,0.00859752,0.0005513689,0.00154561,0.0009462463,0.0007425259,0.0003869835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643213,"about_ca_system_score_gemma":0.005556081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004422397,"about_ca_topic_score_gemma":0.01172705,"domain_scores_codex":[0.9979308,0.000491998,0.0009155583,0.0001705482,0.0004185108,0.00007260792],"domain_scores_gemma":[0.9910269,0.006458813,0.001475231,0.0001038744,0.0008100533,0.0001250925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002070017,0.00002278593,0.0004210619,0.9214592,0.003545587,0.0001039421,0.00009937953,0.00007031087,0.0001657088,0.0001781886,0.001754875,0.07197199],"study_design_scores_gemma":[0.0002784475,0.000348332,0.005097882,0.8786316,0.06582411,0.0009117707,0.0003192093,0.0001039293,0.0003200916,0.0003744984,0.04774332,0.00004680536],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000374437,0.9991395,0.00004101027,0.00007214562,0.00003734497,0.00005448356,0.000119918,0.000003081839,0.0001579654],"genre_scores_gemma":[0.003426363,0.9959978,0.0001649546,0.0001486919,0.00003572787,0.00006968957,0.00009927723,0.000001657425,0.00005586198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007878689,"threshold_uncertainty_score":0.01820999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933807032768836,"score_gpt":0.3387704185972495,"score_spread":0.3094323482695612,"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."}}