{"id":"W4283715831","doi":"10.1097/ijg.0000000000002070","title":"Transconjunctival XEN45 Implantation for Glaucoma Performed at the Slit Lamp: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Université de Montréal","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Ophthalmology; Stent; Glaucoma surgery; Dry needling; Glaucoma medication; Surgery; Slit lamp","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":[0.001265297,0.0008452729,0.0007726232,0.0005017385,0.0004920477,0.000403435,0.0004022963,0.0004577939,0.001845691],"category_scores_gemma":[0.001315554,0.0003414788,0.0009834812,0.0003155864,0.0006824242,0.0005766821,0.0003719662,0.0006524745,0.0004039723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374347,"about_ca_system_score_gemma":0.0007347637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008119518,"about_ca_topic_score_gemma":0.001125118,"domain_scores_codex":[0.9994413,0.0002483751,0.00005412301,0.00007970686,0.00008230835,0.00009416202],"domain_scores_gemma":[0.9986572,0.0004280284,0.0002613368,0.0002064233,0.0001082578,0.00033883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1322352,0.1858782,0.474025,0.0010569,0.001050002,0.007603079,0.003594464,0.00071996,0.1041249,0.000225839,0.0008264442,0.08866003],"study_design_scores_gemma":[0.009598518,0.7172968,0.2614866,0.00003384046,0.0003934364,0.00319281,0.0006393171,0.0006379492,0.005979553,0.00003778594,0.000659766,0.00004360473],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995872,0.00008243979,0.00006758915,0.00000729463,0.000004255744,0.0001098221,0.00002564289,0.000003515115,0.000112302],"genre_scores_gemma":[0.9987677,0.0002776204,0.0003543627,0.00004841507,0.00004845424,0.0001928578,0.0001284812,0.000002850928,0.0001792849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845691,"threshold_uncertainty_score":0.006691635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250912551535368,"score_gpt":0.2807549261275599,"score_spread":0.2582458006122062,"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."}}