{"id":"W4415760936","doi":"10.1016/j.smrv.2025.102197","title":"Napping and psychiatric disorders: A systematic review","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Schizophrenia (object-oriented programming); Depression (economics); Disease; MEDLINE; Depressive symptoms; Nap","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002767808,0.001247459,0.01108256,0.0008653759,0.0001779562,0.00002025447,0.0008408587,0.000698313,0.001339245],"category_scores_gemma":[0.001820667,0.0007204519,0.001309808,0.002583456,0.0002241879,0.00005858216,0.0001504587,0.001180279,0.001316504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007940041,"about_ca_system_score_gemma":0.0001002846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003659243,"about_ca_topic_score_gemma":0.00001332729,"domain_scores_codex":[0.9912752,0.002477502,0.003962632,0.001228788,0.0003733787,0.0006825266],"domain_scores_gemma":[0.9948168,0.0009413086,0.002035636,0.001879435,0.00005499749,0.0002718514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[5.944308e-7,0.00004540266,2.877526e-7,0.5191438,0.00122839,0.000004242442,0.00006271502,1.583845e-9,3.498521e-10,0.0003998396,0.03262026,0.4464945],"study_design_scores_gemma":[0.0002729981,0.00004985673,4.414995e-8,0.4730523,0.04038753,0.00006276391,0.00004086754,1.653557e-7,5.062467e-11,0.0000449038,0.4857857,0.0003028637],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.97623e-9,0.9350556,0.0001385025,0.0007107767,0.002831492,0.01454536,0.000008645215,0.0001286891,0.0465809],"genre_scores_gemma":[9.185187e-9,0.9886137,0.00005083896,0.00203938,0.0003395878,0.003833716,0.0001344513,0.00009433697,0.004894004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4531654,"threshold_uncertainty_score":0.9995736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102039162905089,"score_gpt":0.3781487591640125,"score_spread":0.3471283675349616,"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."}}