{"id":"W4306316388","doi":"10.46747/cfp.6810746","title":"Key signs and strategies for recognizing elder abuse","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Paediatric Society; Queen's University; Ottawa Hospital","funders":"","keywords":"Elder abuse; Key (lock); Medicine; Psychiatry; Medical emergency; Computer security; Suicide prevention; Computer science; Poison control","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002636789,0.00183751,0.0009708058,0.005528083,0.003405331,0.003770873,0.002760787,0.004324678,0.01203776],"category_scores_gemma":[0.0171712,0.0005225671,0.001020946,0.001110378,0.001368399,0.00488605,0.00344726,0.005362047,0.006717464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077144,"about_ca_system_score_gemma":0.01090066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782286,"about_ca_topic_score_gemma":0.03113402,"domain_scores_codex":[0.9982205,0.000636713,0.0002870884,0.0001482187,0.0004584558,0.0002489063],"domain_scores_gemma":[0.9957099,0.0008016532,0.0004375394,0.0001398747,0.002006146,0.0009048829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001030009,0.0006286085,0.03276643,0.002263453,0.00005822281,0.006977538,0.003879635,0.000590972,0.001176387,0.008391491,0.2356309,0.7075334],"study_design_scores_gemma":[0.0002740334,0.001028101,0.07817612,0.0519934,0.0006434165,0.06309755,0.05318606,0.004387715,0.004397344,0.07925783,0.6629611,0.0005973863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02333326,0.09649103,0.05322692,0.6058877,0.01126301,0.004337415,0.001080176,0.002474224,0.2019063],"genre_scores_gemma":[0.3080316,0.2530257,0.2859896,0.08297319,0.009582227,0.004433385,0.002255954,0.0003504177,0.05335803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01782286,"threshold_uncertainty_score":0.04027033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950983471804616,"score_gpt":0.2733849708302548,"score_spread":0.2338751361122086,"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."}}