{"id":"W3159320036","doi":"10.1002/sim.9000","title":"Score tests for scale effects, with application to genomic analysis","year":2021,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto; University of Waterloo; Ontario Institute for Cancer Research","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Covariate; Statistics; Mathematics; Type I and type II errors; Permutation (music); Scale (ratio); Gaussian; Applied mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002054334,0.0001916563,0.0009906305,0.0002046977,0.00005276336,0.00001370341,0.0001898763,0.00009216124,0.000123282],"category_scores_gemma":[0.07830169,0.0001489012,0.00004893999,0.001225118,0.0001666364,0.000014366,0.00005596008,0.0001884111,0.00001199622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036358,"about_ca_system_score_gemma":0.00008448619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003091215,"about_ca_topic_score_gemma":0.0006778335,"domain_scores_codex":[0.9976738,0.0003018083,0.0007977134,0.0005289817,0.0003877702,0.00030991],"domain_scores_gemma":[0.9447817,0.0539187,0.0001844225,0.0005859075,0.0003377306,0.0001916031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008407503,0.0007978883,0.0422677,0.002703173,0.00138826,0.0002398432,0.001389713,0.0003086916,0.008289807,0.679282,0.02516018,0.237332],"study_design_scores_gemma":[0.002142477,0.0005333531,0.03437687,0.0002288032,0.001602871,0.000003962862,0.0000899203,0.002437699,0.0008826565,0.9569789,0.0004894605,0.0002330361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009833626,0.00005273018,0.9874024,0.0006764617,0.0001846427,0.001094871,0.0003741719,0.00003599307,0.0003450686],"genre_scores_gemma":[0.02801535,0.00001847944,0.9704478,0.0005735064,0.000279175,0.0003552516,0.00006687421,0.0000392503,0.0002043173],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2776969,"threshold_uncertainty_score":0.9294621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435048364080113,"score_gpt":0.5516258013485317,"score_spread":0.3081209649405203,"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."}}