{"id":"W7114986587","doi":"10.1371/journal.pntd.0013790.s005","title":"Risk of bias assessment for cluster-RCTs.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Scale (ratio); Systematic review; Public health; Risk factor; MEDLINE; Empirical research; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.285685,0.006399969,0.03273933,0.02164026,0.002651454,0.01178002,0.01250575,0.01456907,0.05964299],"category_scores_gemma":[0.5658765,0.003855221,0.05804919,0.01777796,0.007610236,0.01022815,0.007354165,0.01022479,0.006056813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01582484,"about_ca_system_score_gemma":0.01323408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625891,"about_ca_topic_score_gemma":0.00441707,"domain_scores_codex":[0.4287952,0.3364961,0.1412207,0.04090509,0.04838798,0.004194923],"domain_scores_gemma":[0.4005695,0.4381922,0.0871624,0.04539369,0.0255038,0.003178465],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01082901,0.0001629807,0.008205921,0.7791455,0.141641,0.0006448306,0.001549108,0.002400316,0.0007158413,0.009539523,0.01577206,0.02939393],"study_design_scores_gemma":[0.02989131,0.003036381,0.02489435,0.4860931,0.2038799,0.001647486,0.003442153,0.03706978,0.004549768,0.07137891,0.1326385,0.001478317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.01137602,0.151588,0.1374006,0.006782944,0.02344999,0.5981317,0.05429474,0.004322939,0.01265305],"genre_scores_gemma":[0.07597377,0.005861405,0.1161624,0.002505663,0.0006507999,0.7936227,0.002348732,0.000628188,0.002246349],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.714315,"threshold_uncertainty_score":0.8808776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453839540361626,"score_gpt":0.3704452093793551,"score_spread":0.3250612553431925,"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."}}