{"id":"W6960644747","doi":"10.1371/journal.pone.0293559.t001","title":"The characteristics of studies.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","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; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02628708,0.002069791,0.006732258,0.01824997,0.001481088,0.004783646,0.002291459,0.004228199,0.1359435],"category_scores_gemma":[0.1912348,0.001227975,0.007387036,0.02126844,0.0009579531,0.004383985,0.00209492,0.003496253,0.018313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005313813,"about_ca_system_score_gemma":0.01601117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00335557,"about_ca_topic_score_gemma":0.005273421,"domain_scores_codex":[0.9442662,0.01222255,0.03078656,0.004048338,0.007202747,0.001473525],"domain_scores_gemma":[0.8772787,0.08005496,0.02096075,0.004836824,0.01522691,0.001641898],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002642683,0.0001355431,0.01115294,0.6524047,0.01002553,0.0005435233,0.000991323,0.0004934024,0.0004604223,0.005508771,0.1712313,0.1444099],"study_design_scores_gemma":[0.00304364,0.000465804,0.01838635,0.3500563,0.01692302,0.001423468,0.001178473,0.0006392857,0.0006323923,0.01115775,0.5959279,0.0001655025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006243769,0.3449682,0.01079814,0.01366211,0.007384163,0.06011738,0.5171212,0.0007938338,0.0389111],"genre_scores_gemma":[0.1059246,0.1914198,0.03114005,0.03052018,0.003524633,0.4460584,0.1597418,0.001076995,0.0305935],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9737129,"threshold_uncertainty_score":0.4547762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784918048002202,"score_gpt":0.2857262685894048,"score_spread":0.1978770881093827,"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."}}