{"id":"W2169205464","doi":"10.1136/bmj.g7647","title":"Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":13175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Johns Hopkins Bloomberg School of Public Health; Agency for Healthcare Research and Quality; Queen's University; National Institute for Health and Care Research; National Health and Medical Research Council; Cancer Research UK; Portland VA Research Foundation; Medical Research Council; London School of Hygiene and Tropical Medicine; University of Ottawa; McMaster University; Johns Hopkins University; Monash University; Ottawa Hospital Research Institute; Brown University; University of Oxford; University of Toronto; Kaiser Permanente","keywords":"Systematic review; Checklist; Documentation; Protocol (science); Guideline; Meta-analysis; Transparency (behavior); MEDLINE; Computer science; Medicine; Psychology; Alternative medicine; Political science; Pathology; Computer security","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":[0.3261887,0.00534763,0.01037631,0.02300973,0.003930855,0.01051666,0.009753332,0.009884917,0.09805875],"category_scores_gemma":[0.6022035,0.009574486,0.0189602,0.01999566,0.006358339,0.01055754,0.01071962,0.02069762,0.03148936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01124408,"about_ca_system_score_gemma":0.05463567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00423174,"about_ca_topic_score_gemma":0.004730472,"domain_scores_codex":[0.5531009,0.265361,0.1440893,0.01086525,0.02305313,0.003530254],"domain_scores_gemma":[0.4151499,0.3411068,0.08885894,0.04909568,0.101952,0.003836637],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002610664,0.0002066573,0.001349485,0.3403282,0.003062034,0.0003147379,0.003620901,0.002884889,0.001131048,0.02979978,0.5125582,0.1021334],"study_design_scores_gemma":[0.012817,0.0004636196,0.004830145,0.2098562,0.003312842,0.0005837083,0.001663567,0.007362282,0.002560828,0.121341,0.634091,0.00111787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.001253021,0.01087824,0.2260584,0.02143775,0.01669775,0.5493752,0.1581872,0.008538417,0.007574017],"genre_scores_gemma":[0.002354181,0.003444501,0.2094136,0.002782356,0.0005645216,0.7645358,0.01467686,0.0004965702,0.001731627],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6738113,"threshold_uncertainty_score":0.8309293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8879504557557896,"score_gpt":0.6213430083595868,"score_spread":0.2666074473962028,"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."}}