{"id":"W4284679799","doi":"10.1136/bmjopen-2021-060479","title":"Examining the effectiveness of psychological interventions for marginalised and disadvantaged women and individuals who have experienced gender-based violence: protocol for a scoping review","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Mitacs","keywords":"Medicine; Disadvantaged; Psychological intervention; Protocol (science); Clinical psychology; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.1036739,0.006295758,0.01614928,0.01646477,0.005996913,0.009531147,0.007187661,0.0112167,0.07231449],"category_scores_gemma":[0.1036654,0.005756422,0.02044118,0.01637215,0.005787145,0.009875215,0.008447017,0.008491046,0.01346107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02046199,"about_ca_system_score_gemma":0.088823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0081149,"about_ca_topic_score_gemma":0.01678701,"domain_scores_codex":[0.9523712,0.02028202,0.01528323,0.002978283,0.006277852,0.002807371],"domain_scores_gemma":[0.9392825,0.02273723,0.01102926,0.004963009,0.01945424,0.002533776],"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":[0.01058228,0.001236079,0.001132392,0.8280892,0.001837596,0.001555809,0.007081009,0.002662695,0.003115124,0.008702956,0.03338353,0.1006213],"study_design_scores_gemma":[0.02742724,0.004939484,0.005743073,0.609558,0.006260735,0.0007235452,0.006193693,0.00156308,0.004006181,0.01127206,0.3216581,0.0006548554],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001505712,0.0006541368,0.0005056877,0.0001357629,0.0001073725,0.9974321,0.0006751579,0.00002251087,0.0003168148],"genre_scores_gemma":[0.0001676479,0.0008315339,0.001936251,0.00007353775,0.00001241138,0.9966344,0.0001523881,0.000003188296,0.000188572],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1036739,"threshold_uncertainty_score":0.5482865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5056753038045964,"score_gpt":0.6160658652048534,"score_spread":0.110390561400257,"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."}}