{"id":"W2015648167","doi":"10.1111/zph.12127","title":"Study Designs and Systematic Reviews of Interventions: Building Evidence Across Study Designs","year":2014,"lang":"en","type":"review","venue":"Zoonoses and Public Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Institut pour la Recherche en Santé Publique; Public Health Agency of Canada","keywords":"Observational study; Psychological intervention; Systematic review; Clinical study design; Randomized controlled trial; Intervention (counseling); Medicine; Research design; Alternative medicine; Evidence-based medicine; Protocol (science); MEDLINE; Management science; Clinical trial; Family medicine; Nursing; Pathology; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4730349,0.001028049,0.0322499,0.000983314,0.0006093621,0.002881864,0.002745335,0.0001924993,0.0005627678],"category_scores_gemma":[0.1364742,0.0004693081,0.003879975,0.002718657,0.0001356139,0.0006194099,0.0007365769,0.0004685159,0.0002167668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303497,"about_ca_system_score_gemma":0.0005645019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002163949,"about_ca_topic_score_gemma":0.0003744201,"domain_scores_codex":[0.6666142,0.2500072,0.06963278,0.004549725,0.007612152,0.001584036],"domain_scores_gemma":[0.9223742,0.03248002,0.03627064,0.006653135,0.001288722,0.0009332991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.656089e-7,0.0004949781,0.001473453,0.4092067,0.000661606,0.000003157838,0.002563065,1.501782e-7,9.800302e-9,0.0002452494,0.001476424,0.5838743],"study_design_scores_gemma":[0.0003635428,0.002368145,0.000429041,0.2568502,0.004256489,0.0001129452,0.01966516,0.00007308188,6.177253e-9,0.0001847611,0.7149095,0.0007871153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006738149,0.9583982,0.0178167,0.0001189841,0.0002680928,0.02265004,0.00002755857,0.00001094926,0.00003562976],"genre_scores_gemma":[0.007455609,0.9887208,0.001460166,0.0000922769,0.00009429369,0.001531276,0.000005174279,0.000042354,0.0005980601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7134331,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9638698552675798,"score_gpt":0.6854556996428898,"score_spread":0.2784141556246901,"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."}}