{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05327221,0.005498894,0.009287061,0.01203592,0.006483593,0.02165622,0.008482483,0.04434771,0.01217597],"category_scores_gemma":[0.1544947,0.003081188,0.006580726,0.006267591,0.007220274,0.01244038,0.005025528,0.04843856,0.01012415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008989497,"about_ca_system_score_gemma":0.01339244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668645,"about_ca_topic_score_gemma":0.009641576,"domain_scores_codex":[0.9603779,0.01015002,0.006061644,0.003473441,0.01820802,0.001728894],"domain_scores_gemma":[0.7930526,0.09538136,0.0117443,0.005606058,0.07333753,0.02087816],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006164354,0.0000372398,0.00004685869,0.0009608436,0.00007041926,0.00009704856,0.00004465377,0.00003508329,0.0000570857,0.0003908617,0.9902774,0.007920941],"study_design_scores_gemma":[0.000205706,0.00008001079,0.0003598667,0.003959626,0.0002190591,0.0002978042,0.0001158585,0.0002211365,0.0001246226,0.002365576,0.991983,0.00006767607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002210034,0.008655845,0.0001634803,0.05401055,0.9366676,0.00004299551,0.00003105839,0.0000555689,0.0003508698],"genre_scores_gemma":[0.0002355577,0.00615179,0.0003741253,0.05143306,0.9390879,0.00008101272,0.00002592799,0.00004981183,0.002560794],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9467278,"threshold_uncertainty_score":0.2817337,"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."}}