{"id":"W2104999300","doi":"10.1080/02664763.2013.800035","title":"Estimating the proportion of true null hypotheses using the pattern of observed<i>p</i>-values","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Statistics","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Hong Kong Baptist University; St. Jude Children's Research Hospital; National Institutes of Health; National Science Foundation","keywords":"Statistics; Mathematics; Null (SQL); Null hypothesis; Econometrics; Computer science; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08449587,0.001392566,0.002803967,0.004251766,0.0006921873,0.003736952,0.003827461,0.003632533,0.002439466],"category_scores_gemma":[0.3699406,0.0009762792,0.00217807,0.002988964,0.003750881,0.004985443,0.00324377,0.003913301,0.001000921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009213133,"about_ca_system_score_gemma":0.001792488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006951569,"about_ca_topic_score_gemma":0.0004558042,"domain_scores_codex":[0.9537734,0.03247146,0.003527817,0.005072787,0.004746753,0.0004076328],"domain_scores_gemma":[0.5732235,0.3850779,0.01403305,0.02025004,0.006543905,0.0008715264],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002316857,0.0005259939,0.1363421,0.002656019,0.003775944,0.0009903546,0.00151458,0.1110954,0.008750929,0.07578234,0.004702058,0.6515474],"study_design_scores_gemma":[0.0007196509,0.001442313,0.05284104,0.001386537,0.001408991,0.002875635,0.0007799863,0.5271332,0.02309091,0.3757939,0.01206905,0.0004587328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03400558,0.001190038,0.961361,0.0007819749,0.00009668775,0.0003672192,0.0003260611,0.0004984651,0.001372996],"genre_scores_gemma":[0.4254579,0.001230671,0.5676329,0.001132858,0.0002468776,0.001701969,0.001267571,0.0002909598,0.001038266],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9155041,"threshold_uncertainty_score":0.4468622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5316892023117963,"score_gpt":0.5023413434252647,"score_spread":0.02934785888653157,"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."}}