{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001716794,0.00009267215,0.0001152398,0.0001109617,0.001601867,0.0001045313,0.000183422,0.00003640315,0.00001817389],"category_scores_gemma":[0.000006404297,0.0001141907,0.00005009411,0.0002712301,0.00009944705,0.0002149233,0.00001318627,0.0001227596,0.000008118012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676366,"about_ca_system_score_gemma":0.0009647335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09196782,"about_ca_topic_score_gemma":0.3468376,"domain_scores_codex":[0.9990159,0.00008590262,0.0000911128,0.0002171172,0.0001285815,0.000461346],"domain_scores_gemma":[0.9994792,0.00007174841,0.00003410297,0.0001094047,0.00004140293,0.0002641121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006515987,0.0001311212,0.0005614413,0.00006291744,0.0002292927,0.00008443098,0.293744,0.00009379673,0.01166593,0.1916587,0.2225481,0.2791551],"study_design_scores_gemma":[0.0002357948,0.0001369203,0.0002551264,0.00002168926,0.00002574001,1.591491e-7,0.1058593,0.00001878923,0.00006547302,0.02000535,0.8730888,0.0002868308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4478606,0.002510473,0.0001123022,0.001015576,0.0006534859,0.0008001103,0.0001766394,0.0001111405,0.5467597],"genre_scores_gemma":[0.9611993,0.0001839733,0.0001471737,0.03729199,0.0003244221,0.0001454682,0.00001767628,0.00002742762,0.0006625328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6505407,"threshold_uncertainty_score":0.9996979,"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."}}