{"id":"W4284675099","doi":"10.1177/20552173221111761","title":"Assessing proprioceptive acuity in people with multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Multiple Sclerosis Society of Canada; University of Ottawa","keywords":"Proprioception; Multiple sclerosis; Physical medicine and rehabilitation; Psychology; Audiology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001988208,0.0002731479,0.0005261973,0.0001418222,0.00241,0.00008440622,0.0002242253,0.0001774143,0.0003592169],"category_scores_gemma":[0.00009059788,0.0002319832,0.0002251361,0.00033672,0.0001884568,0.0007345462,0.0001382304,0.001950021,0.00001748697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539929,"about_ca_system_score_gemma":0.0003038745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057479,"about_ca_topic_score_gemma":0.0005178472,"domain_scores_codex":[0.9954299,0.001462766,0.001298198,0.0005250269,0.0007347963,0.0005492695],"domain_scores_gemma":[0.9978759,0.001096365,0.0004705924,0.0001577457,0.0001105696,0.000288869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001090621,0.002790151,0.9634861,0.0000241034,0.00008689781,0.000007049805,0.003956089,0.00005026932,0.02295729,0.0001239705,0.0001522541,0.005275208],"study_design_scores_gemma":[0.01093039,0.0004656629,0.9709573,0.0002834488,0.00003269074,0.00002082059,0.01326436,0.003122543,0.00004956099,0.0002129041,0.0003676061,0.0002927615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957466,0.000663956,0.0006581583,0.001060135,0.000609653,0.0007928342,0.00008205658,0.00004728538,0.0003393948],"genre_scores_gemma":[0.9957951,0.000242918,0.002596812,0.0005352368,0.0003743455,0.0002441277,0.0000820768,0.00004049932,0.00008890135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290773,"threshold_uncertainty_score":0.9988887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854373532239396,"score_gpt":0.4159945251868036,"score_spread":0.230557171962864,"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."}}