{"id":"W3212980635","doi":"10.1186/s12888-021-03590-8","title":"Users’ perceptions about receiving personalized depression risk information: findings from a qualitative study","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University; Royal Ottawa Mental Health Centre; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Feeling; Depression (economics); Qualitative research; Mental health; Clinical psychology; Intervention (counseling); Medicine; Psychology; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.02050713,0.0004696411,0.0007714528,0.001211216,0.003826119,0.002930341,0.001165694,0.001545646,0.002575911],"category_scores_gemma":[0.03499068,0.0006526837,0.0005513256,0.001247523,0.004401099,0.003484711,0.002994843,0.001834083,0.0003258453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002908117,"about_ca_system_score_gemma":0.003099766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007486364,"about_ca_topic_score_gemma":0.00644904,"domain_scores_codex":[0.9857937,0.01077451,0.000585026,0.0005324805,0.001268407,0.001045964],"domain_scores_gemma":[0.9549363,0.03859486,0.001876046,0.0006582408,0.002571522,0.001363164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005829017,0.00004884327,0.005195364,0.0002583809,0.000006784279,0.0003874742,0.9874135,0.00003296544,0.000715551,0.0003006862,0.0002129132,0.005369273],"study_design_scores_gemma":[0.00001190215,0.0001684951,0.004086933,0.0003451306,0.00001651946,0.0003176585,0.9888904,0.0001715651,0.0005635223,0.0002453666,0.005150699,0.00003184397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905906,0.000558742,0.004001853,0.001613284,0.00003623437,0.0003057893,0.0002404961,0.00002784332,0.002625043],"genre_scores_gemma":[0.9953992,0.0006278337,0.00155035,0.0008222802,0.00001690023,0.0003719572,0.00005556464,0.00002265096,0.001133353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050713,"threshold_uncertainty_score":0.1084533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955790277791561,"score_gpt":0.4113086166553815,"score_spread":0.3717507138774659,"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."}}