{"id":"W4281253615","doi":"10.1177/08404704221092691","title":"Lessons learned developing and deploying a provincial virtual mental health support during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary; Apotex (Canada); University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Service (business); Health care; 2019-20 coronavirus outbreak; Health services; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health service; Public relations; Business; Political science; Computer science; Knowledge management; Psychology; Medicine; Environmental health; Marketing; Virology","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":[0.01938497,0.001024832,0.0004175511,0.0009012313,0.00740314,0.007500721,0.003772307,0.003597171,0.004003873],"category_scores_gemma":[0.03703905,0.0006195401,0.0007758348,0.000680483,0.00639057,0.006153325,0.008941728,0.007575885,0.0007801749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232667,"about_ca_system_score_gemma":0.05017401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05457144,"about_ca_topic_score_gemma":0.131324,"domain_scores_codex":[0.9768612,0.01547711,0.0005875212,0.0008429405,0.002695348,0.003535921],"domain_scores_gemma":[0.9739706,0.009816356,0.0007583022,0.001082234,0.004630965,0.009741562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002072392,0.002588493,0.02941874,0.004058823,0.0001250235,0.006401198,0.2010158,0.008631327,0.004744087,0.02626945,0.1043732,0.6121666],"study_design_scores_gemma":[0.0001966728,0.001821654,0.01611337,0.005538086,0.0001317654,0.002726871,0.6631775,0.005385363,0.005779385,0.01948937,0.2793944,0.0002454907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3654676,0.004105653,0.038024,0.5128398,0.003310635,0.002222033,0.0005382231,0.0008851847,0.07260685],"genre_scores_gemma":[0.8719471,0.005967027,0.08867314,0.02019762,0.0003665258,0.0007989703,0.0002739108,0.0002579173,0.01151785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05457144,"threshold_uncertainty_score":0.1085076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09951219020523704,"score_gpt":0.4094491215914848,"score_spread":0.3099369313862477,"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."}}