{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01671925,0.001172544,0.001539149,0.002663536,0.0005806916,0.001711415,0.001706612,0.001395441,0.003428908],"category_scores_gemma":[0.1756498,0.0003960466,0.001211894,0.003819507,0.004311893,0.002212181,0.002328221,0.002758495,0.000604837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008663879,"about_ca_system_score_gemma":0.001546657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190413,"about_ca_topic_score_gemma":0.0007580691,"domain_scores_codex":[0.9837208,0.01191886,0.0004882666,0.001193768,0.002445519,0.0002327477],"domain_scores_gemma":[0.8833089,0.1019094,0.004391736,0.006322567,0.003284525,0.0007829082],"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":[0.0004990321,0.0001663519,0.0241102,0.000616193,0.0007457429,0.000952068,0.0004751911,0.1389148,0.005128925,0.4826513,0.009371463,0.3363688],"study_design_scores_gemma":[0.0001184052,0.000355089,0.007627578,0.00006244062,0.00008988173,0.000486983,0.0001206859,0.3828008,0.001621496,0.6024629,0.004182202,0.00007154777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01280459,0.0004554097,0.9845067,0.0005213684,0.00007554595,0.00007200496,0.0001510388,0.0003452192,0.001068196],"genre_scores_gemma":[0.4162749,0.0009115873,0.5773656,0.0005334345,0.0005085116,0.0006677267,0.0007027155,0.0004465232,0.002588997],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01671925,"threshold_uncertainty_score":0.08842093,"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."}}