{"id":"W2571192620","doi":"","title":"Modern Day Application of Trans Scleral Diode Laser Achieving Good Intraocular Pressure Control with Acceptable Risk Profile","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Intraocular pressure; Ophthalmology; Medicine; Laser; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001837145,0.0002156819,0.0004129245,0.0002028337,0.0003334862,0.00003449988,0.0005425444,0.0001145447,0.0001522509],"category_scores_gemma":[0.0005789659,0.0001253794,0.00007386621,0.001092577,0.005851818,0.0006903526,0.00009354742,0.0002875703,0.00002096152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007308977,"about_ca_system_score_gemma":0.0007331771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002536855,"about_ca_topic_score_gemma":0.00001253257,"domain_scores_codex":[0.9969611,0.000306141,0.000303586,0.0007888785,0.0009436827,0.0006966733],"domain_scores_gemma":[0.9982074,0.0002090373,0.0002018779,0.0004599182,0.0004469054,0.000474896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001101423,0.0001478296,0.2695315,0.00002835122,0.00004489377,0.00002445922,0.0003673392,0.0001247589,0.7257136,0.00006633002,0.000003821765,0.003836979],"study_design_scores_gemma":[0.001660278,0.001477397,0.3019841,0.0001295981,0.0001010209,0.0001143873,0.0000735459,0.01233425,0.6812181,0.0006658328,0.00005451377,0.0001869531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879965,0.00009924403,0.008833336,0.0008319741,0.0000343424,0.0009703781,0.00004948052,0.00003606913,0.001148685],"genre_scores_gemma":[0.9975464,0.000006645297,0.001860805,0.00006480519,0.00004799479,0.0001233371,0.000003636309,0.00001715721,0.0003292531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04449544,"threshold_uncertainty_score":0.9968537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997929497084452,"score_gpt":0.3206191652072514,"score_spread":0.3006398702364068,"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."}}