{"id":"W3038895916","doi":"10.1177/0706743720937833","title":"Our Digital Moment: Innovations and Opportunities in Digital Mental Health Care","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canada Council for the Arts; University of Toronto; Dalhousie University; University of Calgary; University of British Columbia; Centre for Addiction and Mental Health","funders":"","keywords":"Telepsychiatry; Mental health; Mental health care; Digital health; Psychology; Health care; Telemedicine; Psychiatry; Nursing; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006105766,0.0003015214,0.0002714782,0.001377865,0.002765316,0.01231808,0.001380185,0.003456347,0.03027],"category_scores_gemma":[0.01212538,0.0001873651,0.0004966566,0.001944285,0.00623138,0.0169716,0.005631854,0.004927357,0.001504738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249802,"about_ca_system_score_gemma":0.007669223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004651305,"about_ca_topic_score_gemma":0.007964635,"domain_scores_codex":[0.9974246,0.001262722,0.0001279128,0.000180328,0.0005589073,0.0004454456],"domain_scores_gemma":[0.9845847,0.009311127,0.0007716228,0.0007301041,0.0009100701,0.003692259],"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":[0.0001335666,0.0003567325,0.008461699,0.00132863,0.00003469121,0.0008169473,0.01705613,0.0003703171,0.0009602282,0.4040265,0.1246484,0.4418061],"study_design_scores_gemma":[0.00004797995,0.0002051484,0.009607982,0.003301774,0.00004154462,0.0020019,0.04587654,0.0009606319,0.0009300975,0.1909526,0.7459826,0.00009106367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05039825,0.05803203,0.009646717,0.6029624,0.009329855,0.0001077193,0.0004251424,0.0004396465,0.2686582],"genre_scores_gemma":[0.8137171,0.0682698,0.01691317,0.05613257,0.009217483,0.0001409953,0.0003056939,0.0001942485,0.03510896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03027,"threshold_uncertainty_score":0.1012633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954897498833147,"score_gpt":0.3451223720246103,"score_spread":0.2755733970362789,"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."}}