{"id":"W3189480834","doi":"10.1101/2021.07.30.21261340","title":"Safety and feasibility of research lumbar puncture in Huntington’s disease: the HDClarity cohort and bioresource","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Medical Research Council; CHDI Foundation","keywords":"Medicine; Headaches; Venipuncture; Lumbar puncture; Disease; Adverse effect; Lumbar; Cerebrospinal fluid; Internal medicine; Physical therapy; Surgery","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":[0.006392654,0.0003322306,0.0004671684,0.0007598646,0.001125309,0.001422318,0.0007410944,0.0007381879,0.003911045],"category_scores_gemma":[0.01551836,0.0002694088,0.0007004778,0.0009804515,0.0005875063,0.0007849696,0.001318792,0.0008779107,0.00101698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864414,"about_ca_system_score_gemma":0.0008528592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215819,"about_ca_topic_score_gemma":0.005059559,"domain_scores_codex":[0.9968619,0.0009684272,0.0003909297,0.0007447749,0.0007656208,0.0002682921],"domain_scores_gemma":[0.9891879,0.002114513,0.00415559,0.002328019,0.001611568,0.0006023344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004988362,0.0002463831,0.9729689,0.0001889157,0.0004038936,0.0002461239,0.0008552948,0.0001102037,0.00137503,0.0002792832,0.005456189,0.01288155],"study_design_scores_gemma":[0.0003061132,0.00140538,0.9897502,0.0001796916,0.0003344075,0.000763932,0.0004789511,0.0004021533,0.000904483,0.0004910508,0.004941398,0.00004221934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852118,0.001037818,0.001475929,0.0004960501,0.00005843552,0.0002895312,0.008423058,0.00004049027,0.002966817],"genre_scores_gemma":[0.9892572,0.0002703048,0.00115263,0.0004851439,0.00009110125,0.0006366589,0.006079641,0.00003590934,0.001991322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006392654,"threshold_uncertainty_score":0.03380799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07536406389790888,"score_gpt":0.3493950203020456,"score_spread":0.2740309564041367,"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."}}