{"id":"W3177954925","doi":"10.1016/j.jagp.2021.06.018","title":"Navigating the Perfect Storm of Ageism, Mentalism, and Ableism: A Prevention Model","year":2021,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Ableism; Prejudice (legal term); Tragedy (event); Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Social psychology; Criminology; Medicine; Gender studies; Social science","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":[0.0009599167,0.000135494,0.0004049351,0.00006595876,0.0001421422,0.00002169365,0.000247427,0.00005706716,0.0001160589],"category_scores_gemma":[0.00004403691,0.00009918275,0.0001889379,0.0004592279,0.0003127449,0.00008703187,0.00006259805,0.0006949937,0.000004159814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190828,"about_ca_system_score_gemma":0.0003295686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596034,"about_ca_topic_score_gemma":0.00003111184,"domain_scores_codex":[0.9981851,0.0004920471,0.0005467288,0.0002034779,0.0002878644,0.00028478],"domain_scores_gemma":[0.9984717,0.0001641507,0.0008001074,0.000292075,0.0001656111,0.0001062954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001833006,0.002315534,0.3216357,0.0002061125,0.002934572,0.0002172192,0.04779442,0.000581785,0.001685746,0.008940062,0.02286085,0.588995],"study_design_scores_gemma":[0.01747497,0.01454363,0.4911661,0.00156857,0.002841856,0.02146835,0.4105979,0.006227622,0.0006970296,0.02858254,0.002677826,0.002153629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984475,0.007029118,0.00269489,0.003657772,0.0008548917,0.00008175063,0.000005291623,0.000008543519,0.001192758],"genre_scores_gemma":[0.9931464,0.0001419942,0.005707476,0.0002513121,0.000291756,0.000005019262,0.000001740719,0.00001897962,0.0004353211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5868414,"threshold_uncertainty_score":0.4044555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855870529801404,"score_gpt":0.3641781915420018,"score_spread":0.3456194862439878,"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."}}