{"id":"W4224324478","doi":"10.1136/bmjopen-2021-052881","title":"Brain functional changes in individuals with bulimia nervosa: a protocol for systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King's College London","keywords":"Medicine; Bulimia nervosa; Publication bias; Cochrane Library; Protocol (science); MEDLINE; Data extraction; Meta-analysis; Systematic review; Reporting bias; Psychiatry; Clinical psychology; Eating disorders; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.07440311,0.005634039,0.02114808,0.01287099,0.002957562,0.006674809,0.004872621,0.006390661,0.04826734],"category_scores_gemma":[0.1085251,0.003834747,0.0265121,0.01156924,0.003241657,0.005539264,0.004236141,0.005432011,0.004196148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169377,"about_ca_system_score_gemma":0.03983909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005500617,"about_ca_topic_score_gemma":0.0124443,"domain_scores_codex":[0.9569185,0.01859206,0.0145334,0.003503199,0.004979474,0.001473421],"domain_scores_gemma":[0.9523161,0.02206249,0.009729991,0.005558874,0.009036602,0.001295939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005005432,0.0001563681,0.0006725657,0.9450567,0.01413484,0.0003151174,0.0009289136,0.0008076277,0.0007833326,0.001954206,0.01335657,0.01682834],"study_design_scores_gemma":[0.04899839,0.002269911,0.009968683,0.6547943,0.1119558,0.0006334601,0.001388746,0.002909005,0.002597144,0.01474341,0.1490307,0.0007105349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008388822,0.007104735,0.003424877,0.0005752665,0.0003783329,0.9801582,0.006672152,0.0002506126,0.0005970302],"genre_scores_gemma":[0.0009680692,0.001844359,0.004081142,0.0001795594,0.00002255149,0.9920757,0.0005485393,0.0000162524,0.0002638185],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07440311,"threshold_uncertainty_score":0.393486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2356234222125316,"score_gpt":0.4710788052303354,"score_spread":0.2354553830178038,"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."}}