{"id":"W4395012295","doi":"10.1001/jamapediatrics.2024.0720","title":"Enhancing the Interpretation of Continuous Outcomes and Subgroup Analyses in Systematic Reviews","year":2024,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; MEDLINE; Sign (mathematics); Psychiatry; Law","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":[0.616502,0.00822567,0.02187648,0.0271186,0.002660916,0.01779494,0.008278889,0.009782892,0.04228115],"category_scores_gemma":[0.8892868,0.009430101,0.05493913,0.03195009,0.006630002,0.01320727,0.01460071,0.01075822,0.005822998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005100994,"about_ca_system_score_gemma":0.01914251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005271778,"about_ca_topic_score_gemma":0.007435872,"domain_scores_codex":[0.1553865,0.7204347,0.08873679,0.01720976,0.01711435,0.001117815],"domain_scores_gemma":[0.03349076,0.9027851,0.01859108,0.03474855,0.00967662,0.0007078358],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006254332,0.0002141965,0.01825038,0.371201,0.2732104,0.001117462,0.007955089,0.006891558,0.001326532,0.0204139,0.07443091,0.2187342],"study_design_scores_gemma":[0.02439957,0.002047235,0.02399915,0.1840298,0.2869456,0.001677697,0.00412691,0.06576258,0.003933956,0.259762,0.1406364,0.002679162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01357134,0.1030348,0.7087033,0.0379516,0.01733898,0.04224534,0.04355437,0.02295273,0.01064758],"genre_scores_gemma":[0.1407917,0.01072525,0.7516828,0.007309276,0.00262645,0.07507113,0.004951579,0.004841893,0.001999958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.383498,"threshold_uncertainty_score":0.4729214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4931287436239929,"score_gpt":0.5152970047332202,"score_spread":0.02216826110922721,"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."}}