{"id":"W1753756626","doi":"10.1177/070674370505000306","title":"Using Metaanalysis to Evaluate Evidence: Practical Tips and Traps","year":2005,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Randomized controlled trial; Meta-analysis; MEDLINE; Systematic review; Evidence-based medicine; Psychology; Alternative medicine; Publication bias; Quality of evidence; Medicine; Applied psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["metaresearch"],"category_scores_codex":[0.519492,0.008320797,0.01810068,0.02133275,0.004082731,0.01990647,0.01085053,0.01739663,0.003774311],"category_scores_gemma":[0.6854856,0.005147793,0.007739396,0.01830509,0.04115397,0.04485389,0.01774372,0.05644077,0.002296977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008556538,"about_ca_system_score_gemma":0.01390532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031939,"about_ca_topic_score_gemma":0.004171219,"domain_scores_codex":[0.4852025,0.3970728,0.0517507,0.01153368,0.05330303,0.001137323],"domain_scores_gemma":[0.1773875,0.7561109,0.01669086,0.0229199,0.02451021,0.002380685],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000754901,0.000347052,0.004042137,0.02308128,0.007405254,0.0008259224,0.005086345,0.005474968,0.0005884686,0.4262573,0.1657324,0.360404],"study_design_scores_gemma":[0.0005239692,0.000231128,0.0005664299,0.0117987,0.0006602754,0.000584901,0.0008704384,0.007323849,0.0003517015,0.9336528,0.0431062,0.000329628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001059372,0.1780714,0.4421454,0.3579565,0.01472883,0.001135699,0.0003490488,0.0008671174,0.003686485],"genre_scores_gemma":[0.03122919,0.08829154,0.7787889,0.07253557,0.02077243,0.006248333,0.0001658805,0.0008034431,0.001164701],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.480508,"threshold_uncertainty_score":0.5925519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9066091509084935,"score_gpt":0.6400590559038031,"score_spread":0.2665500950046904,"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."}}