{"id":"W3200781075","doi":"10.3389/frhs.2023.1030396","title":"Providing crisis care in a pandemic: a virtual based crisis stabilization unit","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Response Biomedical (Canada); Manitoba Health; University of Manitoba","funders":"Canadian Medical Association","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Unit (ring theory); Business; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009888996,0.0002797125,0.0005256374,0.001281269,0.0001863679,0.00003567618,0.0004070583,0.0002583532,0.0001033847],"category_scores_gemma":[0.000002873974,0.0002994491,0.0000742839,0.003061292,0.00001901491,0.0002364357,0.00007332594,0.0003543357,0.00007111323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579524,"about_ca_system_score_gemma":0.0003851827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04031657,"about_ca_topic_score_gemma":0.05550697,"domain_scores_codex":[0.9964072,0.0005114804,0.0009786743,0.0007399496,0.0003531998,0.001009572],"domain_scores_gemma":[0.9987554,0.0001187574,0.0003157522,0.0004722924,0.0000776002,0.0002602105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006401435,0.0001950937,0.805591,0.006354383,0.00001970052,0.00002608366,0.1550107,0.0006298413,0.00000192936,0.0001205091,0.01276749,0.01864316],"study_design_scores_gemma":[0.002923143,0.0005740505,0.08394037,0.0006577976,0.0000139719,0.000002359104,0.87858,0.004493195,0.00000665301,0.0003835263,0.02803882,0.0003860716],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763054,0.01061024,0.0003253509,0.003111133,0.006568692,0.001851878,0.0001398234,0.0004627612,0.0006247375],"genre_scores_gemma":[0.9863132,0.0006642499,0.0009525862,0.01091673,0.0001684979,0.0004276217,0.0004116557,0.00005817345,0.00008730171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235694,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555401222763438,"score_gpt":0.3568359894890259,"score_spread":0.3312819772613915,"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."}}