{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009835421,0.0006530953,0.0005237113,0.003934523,0.0007418788,0.001422604,0.0007783901,0.0007156234,0.006698614],"category_scores_gemma":[0.02924634,0.000428287,0.003375828,0.006395125,0.0007301533,0.001534346,0.001592473,0.0008771481,0.0001902752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01867636,"about_ca_system_score_gemma":0.007611278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0955516,"about_ca_topic_score_gemma":0.1093391,"domain_scores_codex":[0.9929163,0.004512119,0.0006509527,0.0001897195,0.0009611562,0.0007696989],"domain_scores_gemma":[0.9788791,0.01258824,0.00477121,0.0004477386,0.00203148,0.001282324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003554034,0.001878867,0.8252509,0.002090778,0.00264495,0.0006300242,0.005269731,0.06120482,0.0002992788,0.007430024,0.006749808,0.08299682],"study_design_scores_gemma":[0.0008778739,0.004583526,0.8357188,0.001295384,0.001903508,0.0007224398,0.02041877,0.1115175,0.0004899024,0.004963629,0.01723047,0.0002782378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789186,0.001037044,0.001944963,0.001480328,0.00001789347,0.001518786,0.006767427,0.0000133653,0.008301613],"genre_scores_gemma":[0.9950048,0.0003526131,0.002098761,0.00008762648,0.000007187773,0.0007041299,0.001444027,0.000004432602,0.0002964117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0955516,"threshold_uncertainty_score":0.1899909,"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."}}