{"id":"W4281949860","doi":"10.3390/ijerph19127090","title":"Evaluating the Prevalence and Predictors of Moderate to Severe Depression in Fort McMurray, Canada during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Health Sciences Centre; Health Research Foundation; University of Alberta","funders":"Mental Health Foundation; Canadian Mental Health Association; Government of Alberta","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Depression (economics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Suicide prevention; Poison control; Human factors and ergonomics; Injury prevention; Occupational safety and health; Environmental health; Demography; Medicine; Psychology; Virology; Outbreak; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003959011,0.0002483662,0.0001889927,0.0007506676,0.00204413,0.0007630516,0.001055752,0.0004086712,0.001396065],"category_scores_gemma":[0.001795404,0.0002691379,0.0002579238,0.001588201,0.0005080047,0.0002441574,0.00081674,0.0006121466,0.0001370414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019051,"about_ca_system_score_gemma":0.00964245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762846,"about_ca_topic_score_gemma":0.9888693,"domain_scores_codex":[0.9995559,0.00005491963,0.00002772206,0.00005729683,0.0001232948,0.000180755],"domain_scores_gemma":[0.9986369,0.00007255031,0.0003223829,0.00003084317,0.0004627372,0.0004746044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002204491,0.00001410776,0.9979815,0.000009639821,0.000009503347,0.00007413574,0.0004078975,0.00002180377,0.00008514397,0.00001124719,0.0002519148,0.001110929],"study_design_scores_gemma":[0.0000017225,0.00001988056,0.9975535,0.00001543555,0.0000055901,0.00004643905,0.001987175,0.000102156,0.00002537954,0.00000415413,0.0002353539,0.000003209512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979962,0.0001663924,0.00003340089,0.0002256065,0.000005429035,0.00003842909,0.0007498291,0.000002560038,0.0007822677],"genre_scores_gemma":[0.9990382,0.0001465568,0.00006892576,0.00006657199,0.000003481127,0.00001364554,0.0003457741,8.565434e-7,0.000316055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371544,"threshold_uncertainty_score":0.07393771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1979910764234164,"score_gpt":0.5000394341723413,"score_spread":0.3020483577489249,"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."}}