{"id":"W3207269409","doi":"10.1186/s40163-021-00157-6","title":"The effect of the COVID-19 pandemic on mental health calls for police service","year":2021,"lang":"en","type":"article","venue":"Crime Science","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Public health; Criminology; Psychology; Intervention (counseling); Medical emergency; Psychiatry; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003729192,0.0003346284,0.0003100578,0.0009318197,0.0002897495,0.00102223,0.0005206339,0.0007174966,0.00371363],"category_scores_gemma":[0.01838405,0.0002295837,0.0007138773,0.0007109634,0.000501068,0.001069509,0.001580801,0.001860622,0.0004564554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300781,"about_ca_system_score_gemma":0.001128464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04700233,"about_ca_topic_score_gemma":0.05168578,"domain_scores_codex":[0.9987197,0.0004780267,0.00008217264,0.0002359927,0.0002389501,0.0002452202],"domain_scores_gemma":[0.9912905,0.005211875,0.002117872,0.0002840469,0.0007561716,0.0003396231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007982024,0.000329597,0.879854,0.0002448424,0.0006555899,0.0004315821,0.001043289,0.06182649,0.001081868,0.009938761,0.009267871,0.0345279],"study_design_scores_gemma":[0.00003983753,0.0007803155,0.8306373,0.000239032,0.0002614203,0.0001513835,0.002276215,0.1483574,0.00118771,0.004625512,0.01132475,0.0001192025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979507,0.0005981433,0.004084112,0.003644349,0.0002017345,0.0000773341,0.007705748,0.00006094531,0.004120575],"genre_scores_gemma":[0.9937351,0.000366965,0.0006805916,0.0001692892,0.00006920379,0.00003640772,0.003845161,0.00001201873,0.001085211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700233,"threshold_uncertainty_score":0.09345746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054375640611052,"score_gpt":0.4263680975922306,"score_spread":0.3558243411861201,"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."}}