{"id":"W6939476940","doi":"10.60692/p12nn-pm568","title":"Coronavirus epidemic and geriatric mental healthcare in China: how a coordinated response by professional organizations helped older adults during an unprecedented crisis","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Action (physics); Coronavirus disease 2019 (COVID-19); Mental health; Pandemic; Health care; Coronavirus; 2019-20 coronavirus outbreak","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":[0.0003876865,0.0002247763,0.0003070295,0.0002778724,0.0002706748,0.00006526383,0.0001359919,0.0001826845,0.00008363615],"category_scores_gemma":[0.00004192554,0.0002092358,0.00002688808,0.0007958429,0.00001751631,0.0006136785,0.00007845798,0.0002125165,0.0001237266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051785,"about_ca_system_score_gemma":0.0001438597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000559748,"about_ca_topic_score_gemma":0.00001087156,"domain_scores_codex":[0.997804,0.0006110825,0.0006750587,0.0003215624,0.0002196935,0.0003685773],"domain_scores_gemma":[0.9989821,0.00001910155,0.000334269,0.0002206552,0.0001106996,0.0003331835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004496432,0.00002463783,0.4723007,0.001013967,0.00002561819,0.000009317871,0.5205943,0.000004202261,0.00006936798,0.00001889744,0.001180405,0.0002621567],"study_design_scores_gemma":[0.005704878,0.0002033392,0.8528115,0.0002308002,0.00001222289,0.00005418206,0.139582,0.0008110834,0.0002029611,1.490348e-7,0.0001447984,0.0002420849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911866,0.00003593694,0.0002831293,0.005851274,0.0004476756,0.001331533,0.0006186998,0.000229431,0.00001569949],"genre_scores_gemma":[0.9977415,0.000001220985,0.00002016857,0.00157793,0.00003969839,0.0001494842,0.0003307838,0.00002370456,0.0001154603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3810123,"threshold_uncertainty_score":0.8532389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520692854143129,"score_gpt":0.3336643490863162,"score_spread":0.2884574205448849,"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."}}