{"id":"W2078049749","doi":"10.1097/01.mlr.0000185710.62071.7f","title":"The Influence of Display and Statistical Factors on the Interpretation of Metaanalysis Results by Physicians","year":2005,"lang":"en","type":"article","venue":"Medical Care","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; McGill University; McMaster University; Ottawa Hospital; University of Manitoba; University of Alberta; Community Based Research Centre; GlaxoSmithKline (Canada); University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Sample size determination; Meta-analysis; Treatment effect; Homogeneous; Consistency (knowledge bases); Randomized controlled trial; Statistical significance; Interpretation (philosophy); Publication bias; Confidence interval; Analysis of variance; Clinical trial; Internal medicine; Statistics; Traditional medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02028401,0.0001162387,0.00107538,0.0000525833,0.00009680277,0.00008909924,0.000878575,0.00004530968,0.0004761255],"category_scores_gemma":[0.08035286,0.00003474707,0.0003869015,0.0004603096,0.0003021256,0.0000566527,0.00006413896,0.0001312337,0.00003627838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001191465,"about_ca_system_score_gemma":0.00002772777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003123262,"about_ca_topic_score_gemma":0.0001760659,"domain_scores_codex":[0.9883266,0.003351903,0.003177746,0.0003137303,0.004724177,0.0001058371],"domain_scores_gemma":[0.9795498,0.01725313,0.001502377,0.0010972,0.0005173891,0.00008007778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001508543,0.0001742504,0.03188777,0.0001512414,0.001610735,0.000003083255,0.0399454,0.002501742,0.0003436859,0.02446215,0.129934,0.7688351],"study_design_scores_gemma":[0.001304268,0.0007737036,0.4245673,0.0007162651,0.004107694,0.000003969411,0.06838332,0.2788944,0.002257576,0.005725244,0.2125211,0.000745152],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872419,0.0008104896,0.007195621,0.003214381,0.00003236381,0.0001971937,0.0001854401,0.000001278542,0.001121285],"genre_scores_gemma":[0.9993759,0.00003096118,0.0001005899,0.0002261811,0.00001430795,0.000006587461,0.0000118409,0.000002706923,0.0002309631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7680899,"threshold_uncertainty_score":0.9273937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2229121655075441,"score_gpt":0.4670489317056276,"score_spread":0.2441367661980834,"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."}}