{"id":"W4417321301","doi":"10.1016/j.sleep.2025.108709","title":"Phenotypes and course of restless legs syndrome in acute stroke survivors – a prospective observational cohort study","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Kingston General Hospital","keywords":"Restless legs syndrome; Observational study; Stroke (engine); Prospective cohort study; Cohort study; Acute stroke; Persistence (discontinuity)","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":[],"consensus_categories":[],"category_scores_codex":[0.001269251,0.0002226652,0.0009286415,0.000546351,0.00005265085,0.000008056164,0.000177889,0.0001028336,0.0001149931],"category_scores_gemma":[0.0004189893,0.0001698096,0.00004217219,0.0009865651,0.0004595504,0.0001004901,0.0001271895,0.0004360717,0.000004422582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526071,"about_ca_system_score_gemma":0.0002836589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290307,"about_ca_topic_score_gemma":0.0006619972,"domain_scores_codex":[0.9975594,0.0001464544,0.0005812861,0.0004951976,0.0008766659,0.0003409587],"domain_scores_gemma":[0.9985664,0.0003390665,0.0001109798,0.0004788666,0.0003569472,0.0001477615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004099167,0.0007772187,0.9931949,0.0002216744,0.0007556318,0.0004579424,0.0006243709,0.000005085048,0.0008918973,0.001021268,0.0001677048,0.001472423],"study_design_scores_gemma":[0.005156306,0.001275182,0.9901133,0.0005714333,0.0003340173,0.00009079391,0.001588607,0.0002863261,0.0001258777,0.0002877102,0.00006409328,0.000106403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888793,0.001046231,0.0000450775,0.004037406,0.0001744945,0.002356772,0.00002035432,0.0000327942,0.003407579],"genre_scores_gemma":[0.9965118,0.0001553378,0.00009898544,0.0000825288,0.00003839539,0.0001656416,0.00003526843,0.00002251408,0.00288954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007632497,"threshold_uncertainty_score":0.6924635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880536321430668,"score_gpt":0.3586592015268684,"score_spread":0.3298538383125618,"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."}}