{"id":"W3164748331","doi":"10.1016/j.jcjo.2021.04.016","title":"Pretreatment with frequent topical betamethasone in Ahmed glaucoma valve implantation","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Betamethasone; Glaucoma valve; Intraocular pressure; Glaucoma; Randomized controlled trial; Ophthalmology; Latanoprost; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002895659,0.0004443738,0.0009203153,0.0003081344,0.0005362266,0.0003653078,0.0002571069,0.0006623852,0.002138076],"category_scores_gemma":[0.001817739,0.00016274,0.0007211771,0.0002861804,0.0002398318,0.0003061491,0.0001732532,0.001219332,0.0002828775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443594,"about_ca_system_score_gemma":0.0006530726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201848,"about_ca_topic_score_gemma":0.003729636,"domain_scores_codex":[0.9997888,0.00005368668,0.000033865,0.00002819592,0.00003540168,0.00006007637],"domain_scores_gemma":[0.9993513,0.0003250936,0.00009910145,0.00002754232,0.00002713094,0.0001697221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.11273,0.006755319,0.1926622,0.001458255,0.001319476,0.04358464,0.0006715702,0.001226078,0.1118827,0.0008566109,0.008943499,0.5179098],"study_design_scores_gemma":[0.005443948,0.05628548,0.8292324,0.0005941226,0.001876974,0.06020784,0.00105604,0.003280808,0.02312459,0.001198593,0.0175387,0.0001606218],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970641,0.02132842,0.0006781434,0.001772929,0.0008355019,0.00006373314,0.0001295526,0.00006190639,0.004488746],"genre_scores_gemma":[0.9966496,0.002019756,0.0002568884,0.0002142481,0.0003287991,0.0000169541,0.00008011541,0.000005539204,0.0004281806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002138076,"threshold_uncertainty_score":0.007152557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680070179006081,"score_gpt":0.2727225333683672,"score_spread":0.2559218315783064,"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."}}