{"id":"W4408515389","doi":"10.1016/j.jclinepi.2025.111760","title":"A scoping review identifies comments suggesting modifications to PRISMA-P 2015","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Ottawa Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Systematic review; MEDLINE; Data science; Medicine; Management science; Psychology; Computer science; Biology; Engineering","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":["metaresearch"],"category_scores_codex":[0.5258803,0.003842241,0.006256505,0.02609049,0.007076479,0.01371908,0.0114972,0.02154111,0.0160935],"category_scores_gemma":[0.8541999,0.00623793,0.01430174,0.02132054,0.01064861,0.01563498,0.01932808,0.01675195,0.009776713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0212472,"about_ca_system_score_gemma":0.08734398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881122,"about_ca_topic_score_gemma":0.007550006,"domain_scores_codex":[0.3473655,0.3193923,0.2511218,0.01276594,0.06358453,0.005769822],"domain_scores_gemma":[0.0988469,0.5435865,0.1132907,0.02551191,0.2148199,0.003944103],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001246124,0.00009573866,0.002826434,0.3305647,0.002419965,0.001067721,0.02458594,0.0007747636,0.002444498,0.009557636,0.5145919,0.1098246],"study_design_scores_gemma":[0.0009133727,0.0002606678,0.001818856,0.4128803,0.00260718,0.0004931252,0.006469158,0.001352977,0.001891257,0.01473168,0.5561428,0.0004385516],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.008505359,0.05121347,0.104277,0.536096,0.1439293,0.1091634,0.02369019,0.00437371,0.0187517],"genre_scores_gemma":[0.05022001,0.05426491,0.256005,0.2737309,0.0172642,0.3235342,0.01175301,0.00247558,0.01075209],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4741197,"threshold_uncertainty_score":0.5846741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9702381121086805,"score_gpt":0.7769018401399942,"score_spread":0.1933362719686863,"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."}}