{"id":"W2028766252","doi":"10.1111/jebm.12074","title":"Editorial for issue 4 of 2013, Journal of Evidence Based Medicine","year":2013,"lang":"en","type":"editorial","venue":"Journal of Evidence-Based Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Cochrane collaboration; Medicine; Health care; China; Alternative medicine; MEDLINE; Family medicine; Public relations; Library science; Medical education; Political science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01811087,0.006392626,0.01090651,0.00911949,0.005121207,0.01791662,0.00975084,0.01875274,0.04913161],"category_scores_gemma":[0.09288609,0.002592536,0.007787449,0.0039891,0.004623188,0.009648431,0.003092197,0.03012685,0.0324294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007926234,"about_ca_system_score_gemma":0.00900342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325357,"about_ca_topic_score_gemma":0.005275771,"domain_scores_codex":[0.9820093,0.002878812,0.002521183,0.002308769,0.008933683,0.001348214],"domain_scores_gemma":[0.9314374,0.01945311,0.005001766,0.002006219,0.0349218,0.007179792],"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":[0.00006224142,0.00001739617,0.00002717416,0.0007185419,0.000032456,0.00004308427,0.000009405675,0.00001728023,0.00003446094,0.0001858047,0.9927049,0.006147254],"study_design_scores_gemma":[0.0002098506,0.00007854657,0.0006148677,0.003268664,0.0001623066,0.0003080209,0.00005291392,0.0002043393,0.0001725272,0.001306912,0.9935641,0.00005696325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001194862,0.002802673,0.00006464421,0.01211991,0.9843813,0.00003415929,0.00006202934,0.0000529189,0.0004704098],"genre_scores_gemma":[0.0002048754,0.005517155,0.0001210708,0.01506259,0.9747218,0.00007502543,0.0001120826,0.00007162581,0.004113622],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04913161,"threshold_uncertainty_score":0.1643617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8002989571297778,"score_gpt":0.5755311978888985,"score_spread":0.2247677592408793,"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."}}