{"id":"W3082047633","doi":"10.1109/embc44109.2020.9176315","title":"Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects","year":2020,"lang":"en","type":"article","venue":"","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sleep (system call); Computer science; Audiology; Physical medicine and rehabilitation; Medicine; Operating system","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":[0.0003865256,0.0002545233,0.0002485543,0.0004648855,0.0001210233,0.0002242232,0.00009822175,0.0002112854,0.001347193],"category_scores_gemma":[0.001566385,0.00008516505,0.0001179204,0.000220023,0.0002022727,0.0001619985,0.0002063105,0.0001153213,0.0001903351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004595217,"about_ca_system_score_gemma":0.00004855499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000327216,"about_ca_topic_score_gemma":0.0006858109,"domain_scores_codex":[0.9997953,0.00003861007,0.00002485906,0.00008916784,0.00003724343,0.00001485942],"domain_scores_gemma":[0.9994623,0.0002021568,0.0001284422,0.00007296491,0.00009265542,0.00004140571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005572256,0.0003344199,0.4943969,0.000405139,0.0006488592,0.0009623584,0.002369094,0.001624174,0.3816323,0.0002897344,0.0006775481,0.1110874],"study_design_scores_gemma":[0.00002324828,0.0007271468,0.9931217,0.000006197935,0.00004598096,0.0006782273,0.0001638575,0.0007620393,0.004042036,0.0001226372,0.000297507,0.000009376103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950466,0.0002878041,0.003709743,0.0000118808,0.00001151182,0.00003904805,0.0002961656,0.00003264672,0.0005646374],"genre_scores_gemma":[0.998151,0.00008446946,0.0009629049,0.000009044399,0.00001887567,0.00004143978,0.0003279466,0.0000107251,0.0003935205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347193,"threshold_uncertainty_score":0.004506767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012697236675985,"score_gpt":0.2915054340459615,"score_spread":0.2313784616792016,"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."}}