{"id":"W4292328026","doi":"10.1002/cl2.1227","title":"PROTOCOL: Global elder abuse: A mega‐map of systematic reviews on prevalence, consequences, risk and protective factors and interventions","year":2022,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Sherbrooke; University of Toronto; Baycrest Hospital; Université de Sherbrooke","funders":"World Health Organization","keywords":"Psychological intervention; Protocol (science); Mega-; Environmental health; Medicine; Psychiatry; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.08057159,0.005617892,0.01360734,0.02584646,0.0040963,0.00879113,0.005785784,0.007116177,0.2170187],"category_scores_gemma":[0.2319176,0.006282634,0.01255349,0.02832982,0.004073079,0.01013974,0.01042529,0.007855874,0.02661758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125573,"about_ca_system_score_gemma":0.0575577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009451134,"about_ca_topic_score_gemma":0.01277214,"domain_scores_codex":[0.9406747,0.02510223,0.02014507,0.004272457,0.007743979,0.002061453],"domain_scores_gemma":[0.8453414,0.07029177,0.01954835,0.01301122,0.04772377,0.004083405],"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":[0.005194942,0.0002537316,0.0009743369,0.6923526,0.002070432,0.0002432801,0.002564163,0.001713154,0.001490509,0.006476472,0.2286419,0.05802451],"study_design_scores_gemma":[0.04720536,0.001198571,0.009212624,0.4404762,0.006627485,0.0003947327,0.003645598,0.002230241,0.00268266,0.02144147,0.4640399,0.0008452421],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000842239,0.00244498,0.005369908,0.003341224,0.001039059,0.8849174,0.09703403,0.001225506,0.003785773],"genre_scores_gemma":[0.0007475485,0.0007089304,0.01440039,0.000444773,0.0000670384,0.9780344,0.004570882,0.0001092013,0.0009167734],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2170187,"threshold_uncertainty_score":0.7259997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270863539192862,"score_gpt":0.393506582993697,"score_spread":0.2664202290744109,"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."}}