{"id":"W4409875165","doi":"10.1001/jama.2025.4486","title":"SPIRIT 2025 Statement","year":2025,"lang":"en","type":"letter","venue":"JAMA","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Alberta; Robarts Clinical Trials; University of Toronto; SickKids Foundation; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; Ottawa Hospital; McMaster University; Women's College Hospital","funders":"","keywords":"Checklist; Medicine; Protocol (science); Consolidated Standards of Reporting Trials; Delphi method; Randomized controlled trial; Psychological intervention; Delphi; Evidence-based practice; MEDLINE; Medical education; Alternative medicine; Family medicine; Computer science; Nursing; Psychology; Pathology; Artificial intelligence","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":[0.1758622,0.002148979,0.003261467,0.006126076,0.002879211,0.01690263,0.009308179,0.01958955,0.112967],"category_scores_gemma":[0.3885,0.003039917,0.005362548,0.00548892,0.004984866,0.005216903,0.008663523,0.02222824,0.1165331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007353908,"about_ca_system_score_gemma":0.0527922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159956,"about_ca_topic_score_gemma":0.003259058,"domain_scores_codex":[0.8360091,0.09550429,0.03452505,0.006211687,0.02288063,0.004869282],"domain_scores_gemma":[0.6329747,0.1650064,0.02815893,0.03515052,0.1270434,0.01166598],"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":[0.0003182947,0.00005464347,0.0002971822,0.005632938,0.0001138021,0.0001737298,0.0008269379,0.0003730093,0.0002013872,0.04274312,0.9013089,0.04795613],"study_design_scores_gemma":[0.0003904175,0.00007349066,0.0005845264,0.009515478,0.0000890578,0.0003253592,0.000284164,0.0004397819,0.0001835959,0.02351226,0.9645227,0.00007923299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001808882,0.00778399,0.1539015,0.3047841,0.05384501,0.06235003,0.08850067,0.01389701,0.3131289],"genre_scores_gemma":[0.01803085,0.0084997,0.2663553,0.2689481,0.01371112,0.2022385,0.06847516,0.009459374,0.144282],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8241378,"threshold_uncertainty_score":0.9300594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6964237834947499,"score_gpt":0.5364808065174731,"score_spread":0.1599429769772768,"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."}}