{"id":"W4295093305","doi":"10.3389/fnhum.2022.943603","title":"Visually driven functional MRI techniques for characterization of optic neuropathy","year":2022,"lang":"en","type":"review","venue":"Frontiers in Human Neuroscience","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Congressionally Directed Medical Research Programs; U.S. Department of Defense","keywords":"Visual cortex; Neuroscience; Functional magnetic resonance imaging; Optic neuritis; Optic neuropathy; Visual field; Glaucoma; Visual system; Optic nerve; Psychology; Medicine; Ophthalmology; Multiple sclerosis","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":[0.000854068,0.0007353643,0.0004232627,0.003330861,0.0002199412,0.0007832208,0.0005309737,0.001354727,0.001724776],"category_scores_gemma":[0.001179883,0.0004202906,0.0004447336,0.0008896497,0.0004293343,0.0009550219,0.0004885368,0.0008734592,0.0006291848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549847,"about_ca_system_score_gemma":0.0003595158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320654,"about_ca_topic_score_gemma":0.002059261,"domain_scores_codex":[0.9997099,0.00008903626,0.00002397011,0.00006107572,0.00007849019,0.00003745388],"domain_scores_gemma":[0.999599,0.0001417721,0.00009708256,0.00003059602,0.0001040615,0.00002744483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005782522,0.0001092407,0.01427955,0.003794361,0.0003874357,0.00196248,0.0003956574,0.003451237,0.7031399,0.00345987,0.005900824,0.2625412],"study_design_scores_gemma":[0.0002086165,0.002451169,0.2634278,0.00397799,0.001730642,0.05730185,0.001651042,0.07006685,0.4451299,0.029889,0.1235464,0.0006188889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3773795,0.2022863,0.3840879,0.002518766,0.0007282304,0.0006294095,0.003353531,0.002518027,0.02649823],"genre_scores_gemma":[0.6460925,0.100026,0.2392195,0.002297848,0.001126786,0.0009587493,0.001965355,0.0005564645,0.007756751],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003330861,"threshold_uncertainty_score":0.005769968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423898132611528,"score_gpt":0.3217060681146026,"score_spread":0.2793162548534498,"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."}}