{"id":"W3183739042","doi":"10.1111/pai.13609","title":"Method’s corner: Allergist’s guide to network meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Pediatric Allergy and Immunology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; McMaster University Medical Centre","funders":"","keywords":"Medicine; Grading (engineering); Trustworthiness; Evidence-based medicine; Best evidence; Management science; Alternative medicine; Intensive care medicine; Computer science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.06163752,0.004493896,0.00646093,0.01451214,0.001030634,0.005705342,0.007414733,0.005483577,0.1226304],"category_scores_gemma":[0.3362404,0.004120944,0.0114609,0.01196955,0.002126345,0.004334497,0.003763577,0.01213752,0.03692118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378373,"about_ca_system_score_gemma":0.01942739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009221613,"about_ca_topic_score_gemma":0.01055241,"domain_scores_codex":[0.9583139,0.02521408,0.008302271,0.002364043,0.005406888,0.0003987637],"domain_scores_gemma":[0.7454895,0.2090082,0.01003128,0.01188827,0.02160188,0.001980819],"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":[0.0003430885,0.00009913879,0.0005286841,0.02520866,0.002007799,0.0002174736,0.000391296,0.001681781,0.0003733414,0.02128043,0.8407177,0.1071507],"study_design_scores_gemma":[0.002184021,0.0001385019,0.001432295,0.02325795,0.001771548,0.0007146055,0.0002163301,0.006802297,0.0006355409,0.1234093,0.8390914,0.0003461781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006008663,0.06667256,0.6248729,0.09505145,0.02976338,0.0316365,0.09781788,0.02537484,0.02820973],"genre_scores_gemma":[0.00499205,0.02541633,0.8413432,0.02349278,0.004659781,0.07466354,0.008513815,0.00377016,0.01314838],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1226304,"threshold_uncertainty_score":0.4102395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6876264046288858,"score_gpt":0.5488932807893948,"score_spread":0.138733123839491,"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."}}