{"id":"W3046163445","doi":"10.1016/j.ophtha.2020.06.040","title":"Re: Zafar et al.: Prescribing patterns and costs associated with postoperative eye drop use in Medicare beneficiaries undergoing cataract surgery (Ophthalmology. 2020:127:573-581)","year":2020,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Novartis","keywords":"Medicine; Endophthalmitis; Moxifloxacin; Ophthalmology; Cataract surgery; Eye drop; Visual acuity; Antibiotics","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":[0.0008840106,0.0004623847,0.0007337043,0.0007813534,0.001593229,0.001942909,0.0006848015,0.01023407,0.01927088],"category_scores_gemma":[0.01235318,0.000352333,0.0005248477,0.0007802578,0.000520722,0.00116513,0.0006717149,0.007783011,0.01280469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263858,"about_ca_system_score_gemma":0.003327179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03768286,"about_ca_topic_score_gemma":0.05379127,"domain_scores_codex":[0.999307,0.0001479877,0.0001081104,0.00007288112,0.0002574987,0.000106425],"domain_scores_gemma":[0.9964958,0.001129123,0.0004857437,0.00009815891,0.001132131,0.0006591646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004949655,0.00002886965,0.002055512,0.00002009716,0.00000672975,0.0003589504,0.00002513737,0.00001896887,0.00004155363,0.0001493084,0.992698,0.004547458],"study_design_scores_gemma":[0.0006302588,0.0001392229,0.03535445,0.001325998,0.00009491051,0.004161302,0.001438614,0.001093772,0.0005926917,0.003741776,0.9513055,0.0001214911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002062293,0.002141713,0.00005037937,0.9718181,0.01346486,0.00001651636,0.0008889487,0.00005889665,0.009498275],"genre_scores_gemma":[0.02121767,0.003339839,0.0002115858,0.9117792,0.03177619,0.00005762178,0.0005429105,0.000044704,0.03103016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03768286,"threshold_uncertainty_score":0.07492703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975482677154051,"score_gpt":0.2976898134164583,"score_spread":0.2579349866449178,"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."}}