{"id":"W2013195128","doi":"10.1002/gps.1987","title":"Potentially inappropriate management of depressive symptoms among Ontario home care clients","year":2008,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Homewood Research Institute; University of Waterloo; Wilfrid Laurier University","funders":"National Institutes of Health","keywords":"Depression (economics); Medicine; Gerontology; Psychiatry; MEDLINE; Depressive symptoms; Psychology; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002904088,0.0001243568,0.0001999002,0.0003101566,0.0007548947,0.0005510655,0.0004567802,0.0003205115,0.001252247],"category_scores_gemma":[0.002559894,0.0001949952,0.0001703342,0.0005755731,0.0003388581,0.0002054915,0.0003640096,0.0002967429,0.00009325561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138502,"about_ca_system_score_gemma":0.002338203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3990639,"about_ca_topic_score_gemma":0.5809096,"domain_scores_codex":[0.999481,0.00007454213,0.00004195931,0.00003687532,0.0002396807,0.0001259348],"domain_scores_gemma":[0.9988669,0.0001133634,0.0006337595,0.00002301845,0.0001742395,0.0001888526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002098301,0.00003631024,0.9956142,0.0000147904,0.00001087345,0.0001572818,0.0004788934,0.00001561505,0.0001204189,0.000006827999,0.0001870956,0.003336744],"study_design_scores_gemma":[0.000002239299,0.00002023978,0.9991745,0.00001279765,0.000005840448,0.0001735749,0.000426486,0.00006862144,0.00002259531,0.000004393793,0.00008703533,0.000001427274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993147,0.0001678517,0.00001358331,0.0001019167,0.000001188649,0.000008242709,0.00007732576,0.000001969559,0.0003133566],"genre_scores_gemma":[0.9996241,0.0001373482,0.00003257558,0.00003710058,0.000002193583,0.000004694667,0.00005140188,5.297173e-7,0.0001100086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6009361,"threshold_uncertainty_score":0.7934822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404429028215808,"score_gpt":0.3147376562456025,"score_spread":0.3006933659634444,"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."}}