{"id":"W2122002109","doi":"10.1586/erd.10.30","title":"Self-treatment of benign paroxysmal positional vertigo with Dizzyfix™, a new dynamic visual device","year":2010,"lang":"en","type":"article","venue":"Expert Review of Medical Devices","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benign paroxysmal positional vertigo; Medicine; Vertigo; Physical medicine and rehabilitation; Audiology; Computer science; Surgery","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":[0.0002096771,0.0001841384,0.0004350295,0.0005568516,0.0001439269,0.0002047557,0.0002615075,0.0003656724,0.001572269],"category_scores_gemma":[0.0004594555,0.00004080253,0.0002349637,0.0001978076,0.000149617,0.000184464,0.0001585151,0.0002860896,0.000463152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668566,"about_ca_system_score_gemma":0.0001703891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456197,"about_ca_topic_score_gemma":0.001871329,"domain_scores_codex":[0.9998628,0.00002348741,0.00001230522,0.00001855404,0.00006938062,0.00001354287],"domain_scores_gemma":[0.9998608,0.00006102135,0.00003601925,0.000007808766,0.00001996756,0.00001432026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0006456395,0.0004869153,0.003208701,0.00129984,0.00008026578,0.00163858,0.0001176602,0.0001033362,0.03704621,0.000539502,0.006198512,0.9486348],"study_design_scores_gemma":[0.002981634,0.02854812,0.2351421,0.001498444,0.0008407931,0.1083048,0.0006093483,0.002957439,0.1654865,0.001611887,0.4518335,0.0001855832],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4850895,0.4437703,0.01541829,0.003014624,0.0009943877,0.0003597492,0.0003317239,0.0007354501,0.05028595],"genre_scores_gemma":[0.8440219,0.1242707,0.007930023,0.001695277,0.0008503982,0.0001620776,0.0004129425,0.00004252759,0.02061411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572269,"threshold_uncertainty_score":0.005259812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113883119285389,"score_gpt":0.332185703299089,"score_spread":0.3207973913705501,"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."}}