{"id":"W2807253875","doi":"10.1186/s12887-018-1132-9","title":"Network meta-analysis: users’ guide for pediatricians","year":2018,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; MEDLINE; Medical physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1337422,0.0005428659,0.007777298,0.001178578,0.0004694292,0.001212716,0.003214725,0.0002178377,0.01237296],"category_scores_gemma":[0.05140482,0.0002698108,0.01574031,0.01123952,0.00008231993,0.0002983413,0.0002450116,0.0001488197,0.006070005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161567,"about_ca_system_score_gemma":0.0002355119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002462016,"about_ca_topic_score_gemma":0.0006293375,"domain_scores_codex":[0.9746456,0.005375022,0.0113698,0.001785567,0.006063572,0.0007604253],"domain_scores_gemma":[0.9687364,0.01369774,0.007032627,0.006091737,0.004079451,0.0003620255],"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":[0.000008538032,0.00003744075,0.07940146,0.00002721109,0.01522432,0.000001123763,0.0001354418,0.001651886,3.882552e-7,0.001739554,0.9015615,0.0002111522],"study_design_scores_gemma":[0.0001776602,0.00008302087,0.005511836,2.853197e-7,0.4421741,0.000001995423,0.0001929826,0.007616619,9.75021e-7,0.008836231,0.5350149,0.000389453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004679124,0.01219681,0.964485,0.0007577299,0.001326931,0.001870049,0.0002089432,0.00003979867,0.01443555],"genre_scores_gemma":[0.2379914,0.0002190959,0.5392883,0.005670929,0.02213887,0.0007711156,0.000120494,0.0001324432,0.1936674],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4269498,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8106563511971077,"score_gpt":0.5278662971242696,"score_spread":0.2827900540728381,"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."}}