{"id":"W6885955921","doi":"10.1371/journal.pone.0293559.s003","title":"Search strategy.","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":"Infertility; Observational study; Sleep disorder; Sleep (system call); Risk factor; Meta-analysis; Cochrane Library","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0107235,0.004029976,0.01373468,0.03588275,0.001660918,0.00522345,0.005383214,0.004256986,0.377177],"category_scores_gemma":[0.03800103,0.002096495,0.005431617,0.02762008,0.00127173,0.005068814,0.004798837,0.002965038,0.05339053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056973,"about_ca_system_score_gemma":0.02350312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560113,"about_ca_topic_score_gemma":0.01823281,"domain_scores_codex":[0.9914943,0.002015574,0.004212701,0.0009716892,0.0008445585,0.0004611786],"domain_scores_gemma":[0.9827611,0.009686367,0.00285036,0.0005739976,0.003316096,0.0008120948],"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":[0.001177572,0.00007219012,0.0004635785,0.7898596,0.001046296,0.0003444725,0.0005953635,0.0002900646,0.0003902016,0.002699469,0.1548458,0.04821548],"study_design_scores_gemma":[0.004251912,0.0004356315,0.002417007,0.5367338,0.003830177,0.0004617613,0.0009939452,0.0005164753,0.00041743,0.004955313,0.4447895,0.0001969329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.002681518,0.06896332,0.006461777,0.007132761,0.001594025,0.2152632,0.6510177,0.001791212,0.04509451],"genre_scores_gemma":[0.009678721,0.08938292,0.0231346,0.01015521,0.0005910624,0.7259842,0.09563278,0.001192366,0.04424827],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.622823,"threshold_uncertainty_score":0.8883814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09956029863693786,"score_gpt":0.364386661948089,"score_spread":0.2648263633111512,"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."}}