{"id":"W2287646667","doi":"10.1016/j.jclinepi.2015.08.033","title":"Opening-up the definition of systematic literature review: the plurality of worldviews, methodologies and methods for reviews and syntheses","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Management science; Field (mathematics); Engineering ethics; Computer science; Psychology; MEDLINE; Medicine; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5635939,0.003267142,0.01782162,0.0274396,0.008396453,0.04667338,0.01284411,0.02024043,0.002100854],"category_scores_gemma":[0.667654,0.004544461,0.006544357,0.02003236,0.0765522,0.05422993,0.02256952,0.03776939,0.0009749528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286684,"about_ca_system_score_gemma":0.03429129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292576,"about_ca_topic_score_gemma":0.002451629,"domain_scores_codex":[0.2965777,0.5510941,0.08902285,0.01396264,0.04758024,0.001762393],"domain_scores_gemma":[0.1680137,0.7246163,0.02149645,0.04713353,0.03492299,0.003817008],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001770104,0.00009145038,0.000594308,0.02187645,0.001154878,0.0001830726,0.0146379,0.0009872516,0.000709928,0.8601037,0.01905524,0.0804287],"study_design_scores_gemma":[0.0001676197,0.00009534719,0.0003523463,0.03391696,0.0005838053,0.0003313715,0.003306396,0.002063867,0.0004090541,0.8810711,0.07747366,0.0002284879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002057392,0.3439146,0.3517704,0.2699461,0.02467609,0.001019204,0.0003221898,0.000386845,0.0059072],"genre_scores_gemma":[0.0849435,0.1289433,0.6742533,0.07565866,0.02634771,0.00775386,0.0002580391,0.0007225121,0.001119059],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4364061,"threshold_uncertainty_score":0.5381665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.962211849845657,"score_gpt":0.7322610675367124,"score_spread":0.2299507823089446,"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."}}