{"id":"W4245801594","doi":"10.1111/j.1445-2197.2008.04557.x","title":"UPDATE: SYSTEMATIC REVIEWS AND META‐ANALYSES","year":2008,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Systematic review; MEDLINE; Medical literature; Meta-analysis; Randomized controlled trial; Family medicine; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03490942,0.004835136,0.0157458,0.03887738,0.001127776,0.008880471,0.006860187,0.004554976,0.05978121],"category_scores_gemma":[0.1668766,0.004063747,0.01669607,0.02301027,0.001191012,0.008411733,0.006394029,0.006698871,0.0117588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007587776,"about_ca_system_score_gemma":0.02177396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006989772,"about_ca_topic_score_gemma":0.01389326,"domain_scores_codex":[0.9568047,0.01400092,0.01725677,0.002064762,0.008902431,0.0009704212],"domain_scores_gemma":[0.8631503,0.06913625,0.02805038,0.005307884,0.03266429,0.001690978],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000533562,0.00004592213,0.0006190549,0.728783,0.01807381,0.00008639847,0.0001838385,0.0001550605,0.0002223859,0.001166012,0.1581322,0.09199885],"study_design_scores_gemma":[0.001666874,0.0001990073,0.004193507,0.614113,0.04971064,0.0004146632,0.000146229,0.0001814668,0.0002631826,0.003101045,0.3258327,0.000177752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000627594,0.9093503,0.00436539,0.01211333,0.01427962,0.00859239,0.04183389,0.001688002,0.007149565],"genre_scores_gemma":[0.005735327,0.9207249,0.01820832,0.009732543,0.00830027,0.0145369,0.01832863,0.0005741122,0.003858933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650906,"threshold_uncertainty_score":0.1999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9479057310172119,"score_gpt":0.5780260454329216,"score_spread":0.3698796855842903,"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."}}