{"id":"W2165734969","doi":"10.2174/1874364100903010054","title":"Evaluating Optic Nerve Damage: Pearls and Pitfalls","year":2009,"lang":"en","type":"article","venue":"The Open Ophthalmology Journal","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glaucoma; Optic nerve; Ophthalmology; Retinal; Nerve fiber layer; Optic neuropathy; Optical coherence tomography; Physical examination; Surgery","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":[0.009107783,0.00230955,0.001852468,0.006546431,0.001446781,0.003323014,0.004171118,0.006539919,0.001908527],"category_scores_gemma":[0.03955066,0.0008581628,0.0009876954,0.00172068,0.005865366,0.009886472,0.002357474,0.01184873,0.002511388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116957,"about_ca_system_score_gemma":0.001272725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126334,"about_ca_topic_score_gemma":0.002311315,"domain_scores_codex":[0.9934431,0.001902016,0.001715109,0.0003308146,0.00241743,0.0001914524],"domain_scores_gemma":[0.9734679,0.01619513,0.002004562,0.001034208,0.006129008,0.001169177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004859506,0.0002996663,0.02125677,0.005365352,0.0002007944,0.1031544,0.002100183,0.002018034,0.009435134,0.02014387,0.1798792,0.6556606],"study_design_scores_gemma":[0.0001706897,0.0007157871,0.01229427,0.009697173,0.00031326,0.5627187,0.006809162,0.009838531,0.008894918,0.155187,0.2328448,0.0005156137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05810139,0.3021653,0.1997911,0.3531567,0.03976201,0.001477959,0.0008412741,0.004310148,0.04039407],"genre_scores_gemma":[0.2194419,0.1705237,0.4365683,0.09838149,0.0573285,0.0006530603,0.000440364,0.0007591724,0.01590355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009107783,"threshold_uncertainty_score":0.04816711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050730360967156,"score_gpt":0.4105871071160388,"score_spread":0.3400798035063672,"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."}}