{"id":"W7114987030","doi":"10.1371/journal.pntd.0013790.s006","title":"Risk of bias assessment for 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":[0.2447042,0.007128826,0.03464327,0.02810013,0.002879075,0.01464444,0.01208664,0.01525519,0.06478205],"category_scores_gemma":[0.5733643,0.004422651,0.05358269,0.02166914,0.007857699,0.01154692,0.007308871,0.01237093,0.007610564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108631,"about_ca_system_score_gemma":0.01773171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004232528,"about_ca_topic_score_gemma":0.00420809,"domain_scores_codex":[0.4598688,0.3002578,0.1543199,0.03109549,0.05060825,0.00384973],"domain_scores_gemma":[0.4053447,0.4175513,0.1057408,0.03620956,0.03205252,0.003101173],"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":[0.005250168,0.0001049821,0.003188466,0.8734304,0.0700992,0.0003050307,0.0009356809,0.001298164,0.0004388046,0.006373807,0.0119712,0.02660407],"study_design_scores_gemma":[0.02131345,0.001442342,0.01107008,0.6734914,0.1157562,0.0009298926,0.002233765,0.01432146,0.002841415,0.05030386,0.1053428,0.0009532149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.006857159,0.1597219,0.08428912,0.008334941,0.02074127,0.6353429,0.06740945,0.00367683,0.01362643],"genre_scores_gemma":[0.04504842,0.009072588,0.08475616,0.002797208,0.0007126295,0.8522486,0.002771294,0.0005970027,0.001996027],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7552958,"threshold_uncertainty_score":0.9314142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162492536532281,"score_gpt":0.3774667242210633,"score_spread":0.3258417988557405,"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."}}