{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361443,0.0001254169,0.0001896008,0.0002493274,0.0002246261,0.0002628845,0.0002486487,0.00004369685,0.00005736712],"category_scores_gemma":[0.00001735069,0.0001065385,0.00007773253,0.0002484104,0.00009139154,0.0004694976,0.00002288652,0.0003281081,0.00003243132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373342,"about_ca_system_score_gemma":0.00161034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534078,"about_ca_topic_score_gemma":0.04086392,"domain_scores_codex":[0.9987133,0.00003283011,0.0006479777,0.0001216714,0.0001461653,0.0003380567],"domain_scores_gemma":[0.9988136,0.00001100549,0.0002886415,0.0001204461,0.0000729297,0.0006933511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001815132,0.0002473217,0.1356429,0.0002053628,0.0002406006,0.0001275548,0.04171987,0.000006526253,3.150423e-7,0.4507329,0.251774,0.1191212],"study_design_scores_gemma":[0.006616428,0.006734537,0.1016835,0.001393612,0.00005020084,0.002247146,0.4311691,0.00001623072,0.000003412546,0.04468063,0.4043797,0.001025576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3317615,0.006501007,0.00003501098,0.6405861,0.003770203,0.000375269,0.001495271,0.00001471444,0.0154609],"genre_scores_gemma":[0.9935808,0.000005455066,0.00007096537,0.005677916,0.0002402259,0.00000425585,0.00003979878,0.00001975623,0.000360819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6618193,"threshold_uncertainty_score":0.9766378,"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."}}