{"id":"W4383098839","doi":"10.2196/45986","title":"A Bespoke Electronic Health Journal for Monitoring Response to Botulinum Toxin in Treatment of Cervical Dystonia: Open-Label Observational Study of User Experience","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ipsen","keywords":"Cervical dystonia; Medicine; Botulinum toxin; Observational study; Dysgeusia; Bespoke; Physical therapy; Internal medicine; Surgery; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005484856,0.0006540901,0.00128521,0.0009758738,0.001031414,0.0009158254,0.000517822,0.001039394,0.002774396],"category_scores_gemma":[0.01456308,0.0005691987,0.0009806388,0.0005764461,0.0008282942,0.001278374,0.0009912258,0.001132847,0.0006390093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481925,"about_ca_system_score_gemma":0.0007520624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283757,"about_ca_topic_score_gemma":0.001945614,"domain_scores_codex":[0.9961027,0.002162486,0.0004254699,0.0004174507,0.0006273826,0.0002646107],"domain_scores_gemma":[0.9857657,0.007020522,0.003420864,0.0009221545,0.001800055,0.001070606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07760101,0.1487826,0.625827,0.003636996,0.001359699,0.0009023336,0.03621188,0.0006597774,0.009260886,0.0002107791,0.001907178,0.09363999],"study_design_scores_gemma":[0.009547585,0.2421794,0.7306045,0.0002457215,0.0006539035,0.0004964645,0.008897435,0.00194914,0.002288646,0.0001249789,0.002803417,0.0002088892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998497,0.0000681067,0.0001186596,0.00001398047,0.000006348851,0.0008946269,0.0001702795,0.00000694418,0.0002240868],"genre_scores_gemma":[0.9942961,0.0001595686,0.001153966,0.0001156068,0.00003764604,0.003239829,0.0003520029,0.000008161546,0.0006370996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005484856,"threshold_uncertainty_score":0.02900702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304334100911818,"score_gpt":0.5409418323972712,"score_spread":0.2105084223060895,"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."}}