{"id":"W4296120735","doi":"10.1002/mdc3.13537","title":"An Elderly Man With Chaotic Sleep Behaviors and Rapidly Progressive Ataxia","year":2022,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ataxia; Psychology; Sleep (system call); Neuroscience; Chaotic; Physical medicine and rehabilitation; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524063,0.00108597,0.0005308919,0.0009813168,0.001140112,0.0003882746,0.0003000062,0.001092003,0.0008802376],"category_scores_gemma":[0.001026943,0.0003965756,0.0004854526,0.0006694174,0.0004011578,0.0008281383,0.0005710574,0.0008349574,0.0003890247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253887,"about_ca_system_score_gemma":0.0003865211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325162,"about_ca_topic_score_gemma":0.00459302,"domain_scores_codex":[0.9998345,0.00001805081,0.00002393904,0.00004436078,0.00002309632,0.00005596583],"domain_scores_gemma":[0.9996806,0.00004809546,0.0000783905,0.00002164488,0.00003127468,0.0001400128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009420025,0.00005286292,0.08770104,0.00004016628,0.00001835363,0.9059532,0.0004332267,0.00007305491,0.001693975,0.00009861657,0.0005387788,0.003302552],"study_design_scores_gemma":[0.00001686937,0.0002947827,0.077252,0.00002743593,0.00003094528,0.9203821,0.0002890601,0.0002596196,0.0002769534,0.0001457211,0.001011751,0.00001285478],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872326,0.003241898,0.001502786,0.001217672,0.0001951259,0.00009938885,0.0001722564,0.00008854525,0.006249834],"genre_scores_gemma":[0.9968766,0.000990938,0.0004194326,0.0005918677,0.0002395888,0.000009948349,0.00005842856,0.000005376019,0.0008078284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002325162,"threshold_uncertainty_score":0.004623294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207171710770325,"score_gpt":0.3529674289068931,"score_spread":0.3322502578298606,"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."}}