{"id":"W4251110955","doi":"10.1007/978-3-319-90495-5_41-1","title":"Optic Atrophy and Papilledema","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Papilledema; Atrophy; Ophthalmology; Medicine; Pathology","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":[0.000191042,0.000758661,0.0004923348,0.001568573,0.001163479,0.001627665,0.0006003252,0.001771818,0.05159852],"category_scores_gemma":[0.0005378318,0.0003077701,0.0004040466,0.0009094342,0.001008151,0.001738599,0.001632128,0.002301711,0.02012942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008046823,"about_ca_system_score_gemma":0.0007941891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368017,"about_ca_topic_score_gemma":0.01882127,"domain_scores_codex":[0.9998602,0.00002960825,0.000006619087,0.00001517626,0.00006484737,0.00002354191],"domain_scores_gemma":[0.9998966,0.00005282357,0.000005358088,0.000008237432,0.00001953598,0.00001737858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002117079,0.00006568566,0.0001610864,0.000285384,0.00000542039,0.0006326626,0.0006248764,0.0002576728,0.0004112074,0.07085525,0.7318087,0.1948708],"study_design_scores_gemma":[0.000002237057,0.000009502683,0.0002329317,0.0001671858,0.00000209776,0.0006261725,0.0000938861,0.00004169263,0.00003412541,0.009031575,0.989755,0.000003594542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005828158,0.05644574,0.0007784737,0.003718462,0.004855096,0.00004222125,0.00008687868,0.0000685082,0.9334219],"genre_scores_gemma":[0.002529226,0.02558297,0.0006449373,0.003322233,0.001881084,0.00003682822,0.00007413307,0.00004359176,0.965885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05159852,"threshold_uncertainty_score":0.1726142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097277252594322,"score_gpt":0.2253995998663093,"score_spread":0.2144268273403661,"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."}}