{"id":"W3110718008","doi":"10.1101/lm.052464.120","title":"Reliable induction of sleep spindles with intracranial electrical pulse stimulation","year":2020,"lang":"en","type":"article","venue":"Learning & Memory","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Sleep spindle; Neocortex; Stimulation; Neuroscience; Sleep (system call); Slow-wave sleep; Psychology; Electroencephalography; Computer science","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":[0.0001605056,0.0001016682,0.0001584802,0.00009461187,0.0001544287,0.0000352505,0.0001539,0.00006638413,0.0001753827],"category_scores_gemma":[0.00121112,0.00008708768,0.00003278072,0.0006998255,0.00009083746,0.0002103346,0.0000402106,0.0005692907,0.00007244904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002752296,"about_ca_system_score_gemma":0.00004617454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003995432,"about_ca_topic_score_gemma":0.000001329659,"domain_scores_codex":[0.9985779,0.0001679528,0.0001765419,0.0003317687,0.0004903046,0.0002555379],"domain_scores_gemma":[0.9994844,0.000145913,0.00009318968,0.0001142229,0.00005687005,0.0001053827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006300688,0.00008054358,0.007891562,0.00003610925,0.000007178846,0.00004340463,0.0005995872,0.06195899,0.8420894,0.0002249981,0.00004731408,0.08639083],"study_design_scores_gemma":[0.001314859,0.001156119,0.0143739,0.0000313322,0.00002364357,0.00003101097,0.0001097939,0.1351837,0.8468202,0.0000738795,0.0006512442,0.0002303348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948053,0.00002269077,0.003029206,0.0005688494,0.00007137636,0.0001698889,5.951365e-7,0.00009843936,0.001233652],"genre_scores_gemma":[0.9991791,0.00001026346,0.0002756951,0.0001523813,0.0002167904,0.000009359842,0.000002688249,0.00002159385,0.0001321424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861605,"threshold_uncertainty_score":0.3551332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573176465523411,"score_gpt":0.2778025846138715,"score_spread":0.2420708199586374,"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."}}