{"id":"W3127403933","doi":"","title":"Trends in pharmacotherapy for anxiety and depression during COVID-19: A north york area pilot study","year":2021,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Mental health; Pandemic; Mood; Antidepressant; Pharmacy; Population; Coronavirus disease 2019 (COVID-19); Psychiatry; Benzodiazepine; Pharmacotherapy; Defined daily dose; Anti-Anxiety Agents; Logistic regression; Internal medicine; Drug; Family medicine; Environmental health; Disease","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":[0.0009015631,0.0003367003,0.000380785,0.001029581,0.0012857,0.0008052011,0.0006903073,0.0006291512,0.001843963],"category_scores_gemma":[0.001732997,0.0004329077,0.0005365775,0.002759269,0.0006029345,0.000883128,0.001017512,0.0008176577,0.0003223572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343088,"about_ca_system_score_gemma":0.007494624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7840835,"about_ca_topic_score_gemma":0.8666968,"domain_scores_codex":[0.9991928,0.0001388329,0.00008558373,0.0001377419,0.00022126,0.0002236955],"domain_scores_gemma":[0.996895,0.0002804577,0.000851909,0.0001617058,0.0009793702,0.0008315419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002127268,0.0001850088,0.996946,0.00003340577,0.00003117557,0.00006144518,0.0006559058,0.00002761528,0.0001964246,0.00001371252,0.0004245088,0.001211989],"study_design_scores_gemma":[0.00001393776,0.0001066882,0.9989054,0.000008287816,0.000008598476,0.00001765393,0.0006102026,0.00006264046,0.00002166147,0.000001707914,0.0002396917,0.000003591365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964942,0.00009261977,0.00004336785,0.000078777,0.000005206194,0.000180501,0.002562909,0.000002597395,0.0005397739],"genre_scores_gemma":[0.9945824,0.00019066,0.0002111837,0.0001211865,0.00002066828,0.000267234,0.003734793,0.000003576873,0.0008684109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159165,"threshold_uncertainty_score":0.4343761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659913368089289,"score_gpt":0.3874148599415562,"score_spread":0.3214235231326273,"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."}}