{"id":"W999988916","doi":"","title":"Preservative Exposure and Surgical Outcomes in Glaucoma Patients: The PESO Study","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glaucoma; Medicine; Preservative; Ophthalmology; Food science; Chemistry","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":[0.0007506766,0.0005769639,0.0005839953,0.000842318,0.0007569412,0.0009008903,0.0005156774,0.0009781598,0.001856892],"category_scores_gemma":[0.001973586,0.0005159594,0.0009180619,0.001948388,0.0005585513,0.001631841,0.001172357,0.001059627,0.0002488505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331272,"about_ca_system_score_gemma":0.0004193082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118703,"about_ca_topic_score_gemma":0.004953816,"domain_scores_codex":[0.9994815,0.0001520314,0.00005139632,0.000106489,0.00006985573,0.0001387935],"domain_scores_gemma":[0.9987881,0.0001676425,0.0006281103,0.00009571762,0.00006539849,0.0002552243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001209369,0.0003174302,0.995721,0.00003819083,0.0002955129,0.0002147125,0.0002709429,0.00003327837,0.000313753,0.00007671299,0.0001495835,0.001359565],"study_design_scores_gemma":[0.0001123547,0.0004211076,0.9977509,0.00001650244,0.0001707782,0.0001944027,0.0009601124,0.00005170342,0.00004016913,0.00007349379,0.0001991081,0.000009358133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990908,0.000249135,0.0000248415,0.00006452041,0.000005831966,0.000008191693,0.0002029082,6.669808e-7,0.0003531488],"genre_scores_gemma":[0.9994234,0.0001785074,0.00001838146,0.00003811576,0.00001107544,0.000009896808,0.0001801104,0.000001244656,0.0001392745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118703,"threshold_uncertainty_score":0.01017779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437286645157731,"score_gpt":0.3320365367905098,"score_spread":0.2876636703389325,"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."}}