{"id":"W2051922705","doi":"10.3163/1536-5050.102.3.001","title":"Welcoming systematic reviews to the Journal of the Medical Library Association","year":2014,"lang":"en","type":"editorial","venue":"Journal of the Medical Library Association JMLA","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Popularity; Systematic review; Medical library; Medical literature; Cochrane Library; MEDLINE; Library science; Association (psychology); Data science; Computer science; Medicine; Psychology; Political science","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.4511702,0.0007057692,0.009685345,0.0005772427,0.0005745537,0.002423271,0.01861587,0.001882753,0.01089139],"category_scores_gemma":[0.8180312,0.0002137479,0.008736992,0.003045875,0.00008493185,0.001614867,0.001549321,0.005529373,0.0007863973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006059534,"about_ca_system_score_gemma":0.003586888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002116074,"about_ca_topic_score_gemma":0.000008016225,"domain_scores_codex":[0.7431974,0.141864,0.0364055,0.0006244709,0.077192,0.0007165808],"domain_scores_gemma":[0.3134633,0.3450703,0.3206545,0.009785229,0.007932547,0.003093986],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002114739,0.00006931972,0.002965119,0.001012333,0.00104896,0.000009995856,0.0004008588,0.00001734899,6.267834e-7,0.00006782593,0.9934658,0.0009206781],"study_design_scores_gemma":[0.0004945019,0.00008344586,0.0005779488,0.0121093,0.002022865,0.0000762714,0.0001774876,0.0003573427,0.000004752314,0.001337304,0.9825449,0.0002139027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005139567,0.008889736,0.001446119,0.1831186,0.8012218,0.002151189,0.00006934869,0.000009410624,0.002579782],"genre_scores_gemma":[0.001888107,0.004586641,0.0006311608,0.01319533,0.8654891,0.00004046784,0.00001547994,0.0001285321,0.1140251],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4297341,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212532361524718,"score_gpt":0.4282060231569239,"score_spread":0.2156736616322059,"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."}}