{"id":"W4394755833","doi":"10.1007/s00415-024-12356-7","title":"A survey-based approach on restless legs syndrome: practices and perspectives among Italian neurologists","year":2024,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Restless legs syndrome; Neurology; Psychiatry; Medicine; Movement disorders; Neuropsychiatry; Insomnia; Psychology; Tic disorder; Sleep medicine; Sleep disorder; Pediatrics; Tics; Internal medicine; Disease","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":[0.006775926,0.0001868458,0.0003041745,0.002644919,0.002039861,0.002238983,0.0006854812,0.001679376,0.002133698],"category_scores_gemma":[0.01473519,0.0003053137,0.0003044173,0.003230165,0.000852676,0.001943945,0.002443132,0.001051349,0.0003981719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284091,"about_ca_system_score_gemma":0.005315076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03082833,"about_ca_topic_score_gemma":0.0409007,"domain_scores_codex":[0.994555,0.003214209,0.0005674144,0.0003578081,0.0004913757,0.0008140907],"domain_scores_gemma":[0.9835153,0.006670815,0.003515122,0.0004707069,0.0030405,0.0027877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008747305,0.0002336163,0.8694197,0.0003679499,0.00003361316,0.0008677409,0.1031677,0.00006044734,0.0005597894,0.0005498785,0.005172372,0.01947972],"study_design_scores_gemma":[0.00002599144,0.0002494463,0.8044502,0.0005563344,0.00002435045,0.001033709,0.1792744,0.0002437174,0.00012597,0.0002319729,0.01374441,0.00003945346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693094,0.002128653,0.0003786725,0.01903785,0.00008810204,0.0001722469,0.0006965279,0.00001514161,0.008173495],"genre_scores_gemma":[0.9887031,0.002373399,0.000748746,0.006040256,0.0001130623,0.0003514902,0.0004242922,0.000008740734,0.001236892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03082833,"threshold_uncertainty_score":0.06129777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301002986103141,"score_gpt":0.3850269919254416,"score_spread":0.2549266933151275,"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."}}