{"id":"W2901402220","doi":"10.3233/efi-180219","title":"Systematic reviews: A brief historical overview","year":2018,"lang":"en","type":"article","venue":"Education for Information","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Quebec Rehabilitation Research Network","funders":"","keywords":"Systematic review; Period (music); Engineering ethics; Foundation (evidence); Management science; Diversification (marketing strategy); Scientific literature; Political science; Engineering; Business; MEDLINE; Law","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.07702812,0.0002028854,0.00212142,0.0004768158,0.0002292678,0.0009025986,0.0009493747,0.00007513595,0.003068897],"category_scores_gemma":[0.09543009,0.0001034755,0.001138664,0.001245849,0.00002367427,0.00179489,0.00003736218,0.00005700115,0.02144221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211318,"about_ca_system_score_gemma":0.0002113226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125304,"about_ca_topic_score_gemma":0.000006803126,"domain_scores_codex":[0.9836376,0.002407647,0.01121236,0.0003021538,0.002265126,0.0001751026],"domain_scores_gemma":[0.983741,0.001778134,0.008252601,0.00247387,0.003613846,0.0001405318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002521506,0.00003274003,0.0001103333,0.004630988,0.00002924697,5.02234e-9,0.001514456,7.781891e-7,0.000001869761,0.03115388,0.9249848,0.03753845],"study_design_scores_gemma":[0.0000772227,0.00004129838,0.0003303596,0.0006335074,0.0001225397,0.000006259696,0.0004283115,0.001420649,0.000006547286,0.004475562,0.9923403,0.0001174298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004426771,0.02353564,0.662989,0.008551234,0.01854222,0.02841186,0.00004826073,0.00008581582,0.2534092],"genre_scores_gemma":[0.4198161,0.001302888,0.1376138,0.03721981,0.007300569,0.01683255,0.0009275792,0.0001037156,0.378883],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5253752,"threshold_uncertainty_score":0.9978424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7297949344161383,"score_gpt":0.5439948181536256,"score_spread":0.1858001162625127,"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."}}