{"id":"W6904589096","doi":"10.1371/journal.pone.0293559.s002","title":"The NOS scale and AHRQ scale for studies.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Infertility; Scale (ratio); Sleep disorder; Sleep (system call); Health care; Risk assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05906198,0.001993584,0.005056811,0.02288464,0.001270663,0.003850611,0.004596265,0.001809759,0.0355148],"category_scores_gemma":[0.1824931,0.001163033,0.01190143,0.01933898,0.00148374,0.006230621,0.005492566,0.004390744,0.004382224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005768328,"about_ca_system_score_gemma":0.01143844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724159,"about_ca_topic_score_gemma":0.009856132,"domain_scores_codex":[0.8980803,0.02967662,0.05022277,0.003798112,0.01698569,0.001236394],"domain_scores_gemma":[0.830272,0.08233178,0.05214279,0.005164083,0.0274628,0.002626556],"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":[0.002404091,0.0003003534,0.08283816,0.2443638,0.01864561,0.0002971819,0.002691215,0.001619924,0.0004412879,0.01331785,0.393587,0.2394936],"study_design_scores_gemma":[0.004837963,0.001882963,0.2034665,0.1286837,0.01372342,0.002235706,0.004730191,0.002102089,0.0004010131,0.03075479,0.6064153,0.0007664677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02700798,0.4421447,0.03320324,0.03619696,0.008208164,0.05817429,0.3212408,0.001361484,0.07246233],"genre_scores_gemma":[0.2706164,0.1905361,0.1964769,0.01415959,0.003684869,0.1871701,0.1226106,0.0007769783,0.01396845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05906198,"threshold_uncertainty_score":0.3123534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505913412788529,"score_gpt":0.3524990532176198,"score_spread":0.2874399190897345,"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."}}