{"id":"W4389329471","doi":"10.1212/wnl.0000000000208070","title":"Deciphering a Prodrome","year":2023,"lang":"en","type":"editorial","venue":"Neurology","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Prodrome; Disease; Medicine; Prodromal Stage; Intervention (counseling); Psychiatry; Pathology; Psychosis; Dementia","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":[0.008477275,0.003990682,0.003963595,0.003029646,0.003341033,0.006768436,0.005214839,0.02451517,0.009202833],"category_scores_gemma":[0.02757432,0.001518323,0.003024122,0.001261327,0.003598658,0.00643262,0.002527722,0.03600755,0.01083183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282569,"about_ca_system_score_gemma":0.003408345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338813,"about_ca_topic_score_gemma":0.006335676,"domain_scores_codex":[0.9961295,0.001041072,0.0006187789,0.0004424709,0.001483162,0.0002849149],"domain_scores_gemma":[0.9785169,0.01198589,0.001128764,0.0005016964,0.004806466,0.003060257],"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":[0.00006174668,0.000007636556,0.00002236952,0.0002191686,0.00002287844,0.0002124974,0.00001172338,0.0000191166,0.00004192263,0.0003636638,0.9943725,0.004644693],"study_design_scores_gemma":[0.0001359716,0.0000582251,0.0002940999,0.0009011365,0.0001058163,0.0008723979,0.00006185789,0.0002200546,0.0001645029,0.002951421,0.9941986,0.00003601218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003062308,0.009764941,0.0001259385,0.04564249,0.9434067,0.00001659567,0.00003935397,0.00004885813,0.000924519],"genre_scores_gemma":[0.0003185323,0.006018882,0.00009410334,0.04065614,0.9491634,0.00001803549,0.00003087153,0.00002109134,0.003678774],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02451517,"threshold_uncertainty_score":0.04483265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769411168056255,"score_gpt":0.2897756512167867,"score_spread":0.2620815395362242,"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."}}