{"id":"W2413112715","doi":"10.1097/ede.0000000000000179","title":"Commentary","year":2014,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Statistics; Confidence interval; Probabilistic logic; Random error; Standard error; Observational error; Mathematics; Funnel plot; Random effects model; Odds; Sample size determination; Type I and type II errors; Publication bias; Meta-analysis; Medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01161044,0.00120598,0.001648412,0.002472764,0.003456403,0.007017009,0.006276849,0.02074686,0.1591635],"category_scores_gemma":[0.1239022,0.0007518195,0.002636045,0.001884623,0.003630994,0.005842245,0.004273287,0.0168346,0.05741831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006727168,"about_ca_system_score_gemma":0.01795618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104007,"about_ca_topic_score_gemma":0.01163201,"domain_scores_codex":[0.9877332,0.004125502,0.0008830872,0.001239344,0.004670974,0.001347761],"domain_scores_gemma":[0.9378302,0.02774391,0.002400459,0.003849515,0.02399676,0.004179155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001693052,0.000003094235,0.00002512815,0.0002109393,0.000009461633,0.00003981943,0.00004331684,0.00001059726,0.000007107215,0.002035943,0.9906999,0.006897657],"study_design_scores_gemma":[0.00002433972,0.000006448079,0.00009322496,0.001569956,0.00001645358,0.000127754,0.0001015399,0.00001596577,0.00003414884,0.002533307,0.9954677,0.000009070194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001774927,0.0152034,0.0004491501,0.7110466,0.2311671,0.0001172722,0.001629502,0.0002179173,0.0399916],"genre_scores_gemma":[0.003641285,0.01327279,0.0005940284,0.8437641,0.08407753,0.0002914599,0.0009553068,0.0002818488,0.05312169],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1591635,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226992551660126,"score_gpt":0.4488719744730278,"score_spread":0.2261727193070153,"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."}}