{"id":"W4294770528","doi":"10.3389/fneur.2022.966428","title":"The patient journey with NMOSD: From initial diagnosis to chronic condition","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Horizon Therapeutics; University of Southern California","keywords":"Medicine; Neuromyelitis optica; Psychosocial; Spectrum disorder; Anxiety; Depression (economics); Disease; Physical therapy; Pediatrics; Psychiatry; Multiple sclerosis; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254642,0.0002328242,0.0003008888,0.000453276,0.001719981,0.001847798,0.0002970202,0.0009449828,0.003914957],"category_scores_gemma":[0.007709554,0.0001920081,0.0002899189,0.0004822961,0.0008413815,0.002636278,0.002169681,0.001550016,0.0004375777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082024,"about_ca_system_score_gemma":0.001775512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547423,"about_ca_topic_score_gemma":0.004563429,"domain_scores_codex":[0.99888,0.0005694787,0.0001116184,0.00006889,0.0001556328,0.0002144278],"domain_scores_gemma":[0.9962773,0.0010498,0.0009789282,0.00004726013,0.0004915182,0.001155133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002632221,0.0004054872,0.7815323,0.001006833,0.0001128471,0.007106478,0.1128094,0.0003599401,0.001191489,0.0009132228,0.02418262,0.07011615],"study_design_scores_gemma":[0.00003237662,0.001534898,0.4702005,0.002035762,0.00008803739,0.02630554,0.4420156,0.0007878856,0.0004991015,0.001415517,0.05494937,0.0001354431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732369,0.003074747,0.0003454378,0.01708683,0.0001332891,0.00005491984,0.0003813443,0.00002825859,0.005658324],"genre_scores_gemma":[0.9925725,0.003415999,0.0004925567,0.002461146,0.00008052612,0.00004597903,0.0001924102,0.000006871759,0.0007317995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003914957,"threshold_uncertainty_score":0.01309681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279759800604025,"score_gpt":0.2959058971886185,"score_spread":0.2731082991825783,"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."}}