{"id":"W2574739023","doi":"10.1038/eye.2016.295","title":"Assessing retinal ganglion cell damage","year":2017,"lang":"en","type":"review","venue":"Eye","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Atlantic Canada Opportunities Agency","keywords":"Optic nerve; Glaucoma; Retinal ganglion cell; Retinal; Retina; Medicine; Optic neuropathy; Axon; Nerve fiber layer; Neuroscience; Ophthalmology; Biology; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000227647,0.0003001156,0.001190247,0.0001364439,0.0001753153,0.0001198723,0.0002167239,0.0003106327,0.0002296664],"category_scores_gemma":[0.0001132518,0.0002104277,0.0005003936,0.00008223239,0.00009089504,0.00008095616,0.00007309467,0.0005961705,0.0005845968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005214117,"about_ca_system_score_gemma":0.0002849713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191026,"about_ca_topic_score_gemma":8.588594e-7,"domain_scores_codex":[0.998758,0.00008897881,0.0003195734,0.0003253879,0.0002385249,0.0002695223],"domain_scores_gemma":[0.9987854,0.00004306556,0.0003511108,0.0006439621,0.00004637621,0.0001300813],"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":[0.000005803889,0.00007992948,0.0002178252,0.03057007,0.00004141561,0.0006710769,0.00002688812,2.552755e-9,0.000002802852,0.00001940416,0.005283324,0.9630815],"study_design_scores_gemma":[0.0002179749,0.0000700145,0.0007235474,0.02190831,0.001025611,0.00007347061,0.00003149242,0.000001750798,0.000001477458,0.000009780199,0.9757254,0.0002111789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001534595,0.862466,0.000009971888,0.0000784057,0.0004296199,0.0003710763,0.000003346148,0.00004653143,0.1364416],"genre_scores_gemma":[0.00006256501,0.9810193,0.0002770811,0.0000388881,0.0005067481,0.00001427531,0.000157444,0.00006185554,0.01786183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704421,"threshold_uncertainty_score":0.8580991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08028687183248752,"score_gpt":0.4062023988124135,"score_spread":0.325915526979926,"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."}}