{"id":"W4402694542","doi":"10.3389/dyst.2024.13478","title":"A digital patient-centered outcome tool for cervical dystonia","year":2024,"lang":"en","type":"article","venue":"Dystonia","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Cervical dystonia; Outcome (game theory); Dystonia; Medicine; Physical medicine and rehabilitation; Psychiatry; Mathematics","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":[0.006836959,0.0005045841,0.0005451299,0.004950942,0.0004239884,0.001311542,0.0008509208,0.0006980231,0.01299134],"category_scores_gemma":[0.02521485,0.0001705185,0.001303141,0.001675417,0.0003295128,0.00194667,0.002014041,0.000994827,0.002405346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160606,"about_ca_system_score_gemma":0.001165116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007325124,"about_ca_topic_score_gemma":0.001141173,"domain_scores_codex":[0.9942421,0.002438484,0.001399974,0.0003463824,0.001277167,0.0002957479],"domain_scores_gemma":[0.9807453,0.009850458,0.004387097,0.0007189426,0.003266833,0.001031344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00201138,0.001121215,0.2244062,0.003477183,0.0003250208,0.0003532487,0.002850066,0.002920046,0.00315055,0.004611806,0.05819002,0.6965833],"study_design_scores_gemma":[0.0007659112,0.003242975,0.8692173,0.00244539,0.000305391,0.00223665,0.002410847,0.01228237,0.004547712,0.007717839,0.09443451,0.0003929373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7501363,0.003310894,0.06535595,0.005618592,0.0008740151,0.02490575,0.07825012,0.00463586,0.06691255],"genre_scores_gemma":[0.796418,0.001421434,0.1436202,0.001353562,0.0002388576,0.03123073,0.01983599,0.000200817,0.005680465],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01299134,"threshold_uncertainty_score":0.04346037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257800188656667,"score_gpt":0.2853923833352624,"score_spread":0.2628143814486957,"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."}}