{"id":"W4380886258","doi":"10.1186/s13033-023-00585-8","title":"Impact of COVID-19 on the lives of people with severe mental illness—front-line community psychiatry workers observation from a provincial survey of assertive community treatment teams in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Mental Health Association; St. Michael's Hospital","funders":"","keywords":"Mental illness; Front line; Loneliness; Psychiatry; Assertive community treatment; Outreach; Thematic analysis; Mental health; Medicine; Therapeutic community; Psychology; Nursing; Qualitative research; Sociology; Political science","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":[0.0007218138,0.0001882905,0.0002770144,0.0008076533,0.004868191,0.001671617,0.0008671659,0.0003137845,0.001064802],"category_scores_gemma":[0.002359654,0.0002692472,0.0002468449,0.001583785,0.001586493,0.0004821421,0.002657084,0.0008933452,0.00009616722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108844,"about_ca_system_score_gemma":0.02027152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9673995,"about_ca_topic_score_gemma":0.989617,"domain_scores_codex":[0.9991372,0.0001539703,0.00005116591,0.00005957966,0.0002423532,0.000355658],"domain_scores_gemma":[0.9980428,0.0001686396,0.0005002712,0.00004722798,0.0006054222,0.0006355332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000387,0.00009483938,0.7756209,0.0001457602,0.00002349358,0.0005934333,0.2093606,0.00006344151,0.0007658517,0.0001855631,0.002553467,0.01049252],"study_design_scores_gemma":[0.000002755947,0.0000368845,0.8327905,0.00006232531,0.000004696364,0.00006886786,0.1651108,0.00004055593,0.00004363781,0.00001835474,0.001811204,0.000009269927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978331,0.0001392452,0.00001806135,0.0003486956,0.000006197928,0.00003876669,0.0004609389,0.00000167217,0.001153382],"genre_scores_gemma":[0.9989433,0.0001880702,0.00005691882,0.0001168166,0.000003924594,0.00002054441,0.0002108487,0.000001260038,0.0004583494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03260052,"threshold_uncertainty_score":0.1530081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08478992386934904,"score_gpt":0.4006140026350641,"score_spread":0.3158240787657151,"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."}}