{"id":"W976112167","doi":"","title":"A Balance of Neuroprotective versus Neurotoxic Mechanisms in Experimental and Human Glaucoma","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; McGill University; Jewish General Hospital","funders":"","keywords":"Neuroprotection; Glaucoma; Balance (ability); Neuroscience; Medicine; Ophthalmology; Pharmacology; Biology","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":[0.000189903,0.0002243664,0.0002657282,0.0001910706,0.0002532772,0.00001808668,0.0004570453,0.00006725023,0.00007781023],"category_scores_gemma":[0.0005460933,0.0001924802,0.0000353502,0.0008653108,0.005091303,0.0003310773,0.0003508428,0.0002224669,0.00001161804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003487412,"about_ca_system_score_gemma":0.00005577602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977142,"about_ca_topic_score_gemma":0.000002241857,"domain_scores_codex":[0.9977537,0.0003150448,0.0002617345,0.0009109082,0.0003039782,0.0004546387],"domain_scores_gemma":[0.9992623,0.0001540146,0.0001670573,0.0001972343,0.00003340083,0.0001859447],"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":[0.0001551898,0.0004451548,0.02458499,0.000003642646,0.000001550809,0.0004546913,0.000594447,2.531239e-7,0.9667683,0.006968695,2.526611e-7,0.00002284181],"study_design_scores_gemma":[0.0007980269,0.003647685,0.2322317,0.000007268557,0.000002634771,0.00005670987,0.00008301899,0.00007608585,0.7357011,0.0272798,2.187328e-7,0.0001157804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995665,0.00001489336,0.00000216656,0.00002948352,0.0001516261,0.0005195593,0.000004172267,0.00002769238,0.003585444],"genre_scores_gemma":[0.999397,0.000001401095,0.000259295,0.0002170102,0.000004359336,0.00009649895,2.200114e-7,0.00001176592,0.00001241405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2310672,"threshold_uncertainty_score":0.9976163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0910540618084639,"score_gpt":0.3455774432001867,"score_spread":0.2545233813917228,"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."}}