{"id":"W2769781729","doi":"10.1016/j.jcjo.2017.09.007","title":"Serum drops for ocular surface disease: national survey of Canadian cornea specialists","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cornea; Ophthalmology; Pharmacy; Tears; Vial; Optometry; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007689503,0.0004430546,0.0004839676,0.001851626,0.001902116,0.001152508,0.001527785,0.001164677,0.003408758],"category_scores_gemma":[0.003266749,0.00062033,0.0008934792,0.005899634,0.0005411312,0.0005801583,0.000878042,0.0009500713,0.0004451594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047306,"about_ca_system_score_gemma":0.02238731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9878765,"about_ca_topic_score_gemma":0.9935602,"domain_scores_codex":[0.9977022,0.0001174249,0.0002097886,0.000245263,0.00103345,0.0006918588],"domain_scores_gemma":[0.9964419,0.0001927628,0.0008522128,0.00007230625,0.001619392,0.0008214219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004206736,0.00003954351,0.9942757,0.00004886298,0.00005821091,0.0000785978,0.000373278,0.00003983375,0.0001167426,0.00004862961,0.002453345,0.002425088],"study_design_scores_gemma":[0.000004899767,0.00001464714,0.9981091,0.00002857438,0.00001869755,0.00007673251,0.0008531772,0.00008019571,0.00001636716,0.000006473407,0.0007840678,0.000006955929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777893,0.002037466,0.0001616061,0.001478721,0.0000470821,0.0001045806,0.01121996,0.00002929146,0.007132054],"genre_scores_gemma":[0.9938445,0.001192331,0.0002857819,0.0007588461,0.00001608499,0.00002941078,0.002790602,0.000008291666,0.001074258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9878765,"threshold_uncertainty_score":0.1485432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07998848669049144,"score_gpt":0.3267986274441788,"score_spread":0.2468101407536874,"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."}}