{"id":"W4236640098","doi":"10.3410/f.4694956.4577054","title":"Faculty Opinions recommendation of Sleep and brain energy levels: ATP changes during sleep.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep (system call); Psychology; Energy (signal processing); Audiology; Medicine; Neuroscience; Computer science; Statistics; Mathematics","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":[0.00125558,0.003097699,0.001942963,0.003131857,0.0005322022,0.002472232,0.00300091,0.002611532,0.06014129],"category_scores_gemma":[0.008609323,0.0006644071,0.002365108,0.00379106,0.0002985752,0.001142013,0.001626682,0.001678246,0.0701497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297225,"about_ca_system_score_gemma":0.0027935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386028,"about_ca_topic_score_gemma":0.06185533,"domain_scores_codex":[0.999032,0.0001242384,0.0001193358,0.0003077417,0.000282481,0.000134242],"domain_scores_gemma":[0.9973519,0.0006476521,0.0003646632,0.000556896,0.0007008371,0.0003780356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000159085,0.00003274185,0.001891892,0.0007687819,0.0000862183,0.00001812984,0.000007400325,0.0002787637,0.000131381,0.00009870894,0.9914312,0.005095588],"study_design_scores_gemma":[0.001150575,0.00007237034,0.02503617,0.000660951,0.0002804821,0.0001688068,0.00005303177,0.002482889,0.0009738406,0.00152105,0.9675149,0.00008491999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002831931,0.0001413786,0.00008251606,0.0001347731,0.00007126678,0.00001812281,0.9981723,0.0003905058,0.000706046],"genre_scores_gemma":[0.001012965,0.0001294469,0.0003534009,0.00008267162,0.00003327533,0.00007805358,0.9967739,0.00006617515,0.00147012],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06014129,"threshold_uncertainty_score":0.2011927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485430442095288,"score_gpt":0.3446941473839827,"score_spread":0.2961511031744539,"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."}}