{"id":"W4407178494","doi":"10.3390/ijerph22020220","title":"Pilot Study Exploring the Perspectives of Canadian Clients Who Received Digitally Delivered Psychotherapies Utilized for Trauma-Affected Populations","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Mount Royal University; University of Alberta","funders":"Canadian Institutes of Health Research; Government of Alberta","keywords":"Generalizability theory; Psychological intervention; Mental health; Public health; Psychology; Medicine; Population; Psychological trauma; Psychiatry; Nursing","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":[0.002917843,0.0005147387,0.0005495074,0.001311844,0.01391146,0.002681154,0.001891129,0.0008716169,0.005690465],"category_scores_gemma":[0.004706069,0.0005089811,0.0004529026,0.001972051,0.003364303,0.0009773867,0.002816442,0.00247294,0.0004761225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03368207,"about_ca_system_score_gemma":0.04909362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8900733,"about_ca_topic_score_gemma":0.9458604,"domain_scores_codex":[0.9972761,0.000635497,0.00006787691,0.0001665069,0.0006914239,0.001162573],"domain_scores_gemma":[0.9953466,0.0006984198,0.0004184634,0.0001169619,0.001794372,0.001625072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003219141,0.001329841,0.0644611,0.0002490289,0.00001961714,0.002004867,0.8911442,0.00008085301,0.002439919,0.0008922304,0.004770831,0.0322855],"study_design_scores_gemma":[0.00002930974,0.0004266216,0.03891282,0.0000939033,0.00001837362,0.0002996626,0.9505218,0.0001555573,0.0003786408,0.00008581288,0.009039131,0.00003834463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950198,0.0001638366,0.000148158,0.0009464119,0.000014843,0.0002211813,0.0001532841,0.00000767306,0.003324865],"genre_scores_gemma":[0.9914718,0.0007477996,0.0008767025,0.0009462425,0.00001538105,0.0001941559,0.0001353308,0.00001073132,0.005601874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099267,"threshold_uncertainty_score":0.2443816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.292256009997891,"score_gpt":0.4829313776142257,"score_spread":0.1906753676163347,"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."}}