{"id":"W3198168637","doi":"10.1101/2021.09.02.458632","title":"Human spindle variability","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"National Institute of Mental Health; Office of Naval Research; Multidisciplinary University Research Initiative; National Science Foundation","keywords":"Sleep spindle; Neuroscience; Posterior parietal cortex; Parietal lobe; Stereoelectroencephalography; Anatomy; Biology; Electroencephalography; Non-rapid eye movement sleep; Epilepsy surgery","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":[0.000745399,0.0003420072,0.0002845019,0.00126769,0.000183159,0.0006717389,0.0001930344,0.0003199467,0.009256072],"category_scores_gemma":[0.006759336,0.00012099,0.0002943692,0.001395724,0.0002364267,0.0003663581,0.0004732447,0.0002105618,0.001678819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712899,"about_ca_system_score_gemma":0.00008899008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008347927,"about_ca_topic_score_gemma":0.0009319524,"domain_scores_codex":[0.9994504,0.0001204478,0.00006231299,0.0002311967,0.0001049231,0.00003067575],"domain_scores_gemma":[0.9970134,0.00136954,0.0006209798,0.0003340126,0.0005612226,0.0001007475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002007886,0.00004510925,0.4315669,0.001494391,0.0005594358,0.001564605,0.003172413,0.00528789,0.02655102,0.003368136,0.02689864,0.4974836],"study_design_scores_gemma":[0.0000651686,0.0002156048,0.954893,0.0002230364,0.0001024314,0.004924564,0.0007462057,0.004651564,0.001950098,0.004197596,0.02796952,0.00006128905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914062,0.008770339,0.03402846,0.0007653822,0.0004325609,0.0002089861,0.03304524,0.0006395709,0.03070316],"genre_scores_gemma":[0.9859213,0.001395353,0.002505154,0.0001049704,0.0001503255,0.00008372656,0.007743375,0.00008865284,0.002007039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009256072,"threshold_uncertainty_score":0.03096461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023019926162764,"score_gpt":0.2800135563473671,"score_spread":0.2397833570857395,"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."}}