{"id":"W4300166982","doi":"10.1016/j.ophtha.2022.09.017","title":"Inappropriate Use of the Term “Papilledema” in the Medical Literature","year":2022,"lang":"en","type":"review","venue":"Ophthalmology","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Manitoba; University Health Network; University of British Columbia","funders":"","keywords":"Papilledema; Medicine; Intracranial pressure; Referral; Surgery; Optometry; Pediatrics; Ophthalmology; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009651033,0.0003891779,0.002103799,0.0002173062,0.00009585849,0.00001893212,0.0010172,0.0007971827,0.004615291],"category_scores_gemma":[0.001239133,0.0001824272,0.0007360951,0.001137852,0.0003250116,0.00003581959,0.0005971979,0.00229206,0.00002540969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774761,"about_ca_system_score_gemma":0.0007390422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009951901,"about_ca_topic_score_gemma":0.000006257239,"domain_scores_codex":[0.9959664,0.001609069,0.0008215391,0.0004654055,0.0007509244,0.0003866493],"domain_scores_gemma":[0.9971434,0.001002906,0.0004283664,0.001306203,0.00003800771,0.00008113054],"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":[0.0001711432,0.003367826,0.005486464,0.06129621,0.001505087,0.02347574,0.00482241,5.971001e-7,0.000004214483,0.002315369,0.006991846,0.8905631],"study_design_scores_gemma":[0.0003621147,0.0003539127,0.003008646,0.007879194,0.0007002142,0.06458338,0.00003298013,0.000001046547,2.893019e-7,0.00007796117,0.922816,0.0001842846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006376324,0.9869148,9.874175e-8,0.0006454503,0.0006648274,0.001658883,0.00005833871,0.00001310862,0.003668194],"genre_scores_gemma":[0.001272534,0.9964701,0.00004289593,0.0003417342,0.0002151266,0.0002578376,0.0001746841,0.00006723223,0.001157848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9158241,"threshold_uncertainty_score":0.9962946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127917025986156,"score_gpt":0.3698157139277827,"score_spread":0.2570240113291671,"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."}}