{"id":"W4289047673","doi":"","title":"Minimally Invasive Glaucoma Surgery: A Budget Impact Analysis and Evaluation of Patients' Experiences, Preferences, and Values.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Medicine; Glaucoma surgery; Invasive surgery; Ophthalmology; Optometry; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000844483,0.0001196824,0.0004581428,0.0002352094,0.00003907359,0.000009712989,0.00003164071,0.00006502671,0.0001100076],"category_scores_gemma":[0.0005129547,0.0000868274,0.00008391606,0.0003247182,0.0001428557,0.000115006,0.00005153464,0.00005257568,0.000001360316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003799412,"about_ca_system_score_gemma":0.00006980533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008824883,"about_ca_topic_score_gemma":0.00001228086,"domain_scores_codex":[0.9988387,0.0001381003,0.0002370885,0.0002422256,0.0003387115,0.0002052167],"domain_scores_gemma":[0.9991044,0.0002712315,0.0001519549,0.0001390014,0.0002297764,0.0001036426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002320487,0.0002059898,0.9873722,0.00006207985,0.0007486957,7.517762e-7,0.001829731,1.762876e-7,0.00001205961,0.000001061601,0.000107188,0.009428078],"study_design_scores_gemma":[0.001021632,0.0004614396,0.9958318,0.00001538056,0.001186732,0.00000334968,0.0009489093,0.00005999412,0.000332915,0.0000508651,0.000003078665,0.00008388804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978818,0.0006827283,3.929381e-7,0.00005011608,0.00006761322,0.0009594153,0.00001184935,0.000009180984,0.0003368783],"genre_scores_gemma":[0.9992657,0.00008750743,0.0000195317,0.00003514664,0.00001410511,0.000467682,0.00004436928,0.000004856784,0.00006107592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00934419,"threshold_uncertainty_score":0.3540719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991091808499317,"score_gpt":0.3213833656194365,"score_spread":0.2814724475344433,"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."}}