{"id":"W2133537312","doi":"10.1016/j.jcjo.2014.09.002","title":"Minimally invasive glaucoma surgery: current implants and future innovations","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Glaucoma; Trabeculectomy; Intraocular pressure; Glaucoma surgery; Surgery; Surgical procedures; Adverse effect; Ophthalmology","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":[0.001251705,0.000989715,0.001886847,0.003984385,0.0003530404,0.001993525,0.001124355,0.001532152,0.004487869],"category_scores_gemma":[0.001725835,0.0003806244,0.0009019523,0.003831967,0.0009119575,0.002450554,0.0009051395,0.001989218,0.001436347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956288,"about_ca_system_score_gemma":0.001990814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584312,"about_ca_topic_score_gemma":0.003995785,"domain_scores_codex":[0.9995401,0.00005438832,0.00008838432,0.00007645284,0.0002048247,0.00003580335],"domain_scores_gemma":[0.9985527,0.0008193946,0.0002015697,0.00002428631,0.0003112029,0.00009093225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008551189,0.00007049523,0.0003317383,0.02341919,0.00008848686,0.0001914522,0.00006208463,0.0002283989,0.0006811165,0.001703513,0.01763783,0.9555002],"study_design_scores_gemma":[0.00005318157,0.0001968464,0.002628279,0.01736311,0.0004417845,0.003002297,0.0003116472,0.0002592,0.0004264818,0.003214505,0.972042,0.00006063607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006537984,0.9993111,0.00005214589,0.0001409269,0.0001112222,0.000001977089,0.000007405098,0.000003103126,0.000306688],"genre_scores_gemma":[0.0004078983,0.9989309,0.0001563028,0.0001322148,0.0001733941,0.000002269553,0.00001147048,8.684241e-7,0.000184609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004487869,"threshold_uncertainty_score":0.01501346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425970952871978,"score_gpt":0.3236794376874631,"score_spread":0.2810823424002653,"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."}}