{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004639229,0.000224906,0.0002741746,0.0001470531,0.0004286966,0.000160056,0.0002354957,0.0001364251,0.006516631],"category_scores_gemma":[0.0001847162,0.0002315025,0.0002610005,0.000404022,0.00007203671,0.0007299129,0.0001134906,0.0003814782,0.002876596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197305,"about_ca_system_score_gemma":0.0001565094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022365,"about_ca_topic_score_gemma":0.002244754,"domain_scores_codex":[0.9972174,0.000874959,0.0007664682,0.0004358316,0.0003444873,0.0003608923],"domain_scores_gemma":[0.9985994,0.0002335523,0.0002850468,0.0005629557,0.0001327759,0.0001863084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002155784,0.001714879,0.7997187,0.00004984575,0.0001765296,0.000001462061,0.176686,0.000001976364,0.000003627947,0.002670096,0.01645087,0.002310324],"study_design_scores_gemma":[0.002127544,0.000175737,0.654638,0.0002176881,0.00007361304,0.00001040359,0.3384339,0.000009287603,0.000002693103,0.002758355,0.001350656,0.000202185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768775,0.0006487776,0.002612942,0.0004458404,0.005305578,0.0005660072,0.0006559699,0.0001660714,0.01272135],"genre_scores_gemma":[0.9879426,0.000005434621,0.007345248,0.0004758226,0.0001881367,0.0002779592,0.0002850987,0.0000283349,0.00345138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617478,"threshold_uncertainty_score":0.9978998,"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."}}