{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009814193,0.0003799158,0.00239355,0.0001254759,0.0008430434,0.00008918478,0.0004994117,0.00009348755,0.0002604386],"category_scores_gemma":[0.003889647,0.0002425222,0.0005037313,0.0006236315,0.000392666,0.000194886,0.0001135958,0.0002913391,0.00003710533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493237,"about_ca_system_score_gemma":0.0001231442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005248314,"about_ca_topic_score_gemma":0.0005584625,"domain_scores_codex":[0.9820921,0.01394505,0.002453695,0.0005277548,0.0006352538,0.0003461711],"domain_scores_gemma":[0.9951466,0.0008665234,0.003027556,0.0006526071,0.0001248163,0.0001819463],"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":[0.00001314228,0.0001369511,0.001972249,0.9765291,0.000104885,0.000004248632,0.01833101,4.547547e-7,0.00001175931,0.002056279,0.0006595855,0.00018036],"study_design_scores_gemma":[0.00095355,0.001368622,0.0002296511,0.9544643,0.001815708,0.00007290002,0.01275029,0.00001929195,0.00005352457,0.003489332,0.02391705,0.0008658454],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01198822,0.1781157,0.0006970679,0.00007148123,0.0003545266,0.8061115,0.0000872484,0.0001011529,0.002473084],"genre_scores_gemma":[0.1295502,0.0289282,0.0004103281,0.0001091461,0.00007131529,0.839276,0.000004069926,0.00004139233,0.001609363],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1491875,"threshold_uncertainty_score":0.988977,"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."}}