{"id":"W4229036641","doi":"10.1177/00912174211010536","title":"FACT effectiveness in primary care; a single visit RCT for depressive symptoms","year":2021,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health","funders":"","keywords":"Medicine; Psychosocial; Randomized controlled trial; Intervention (counseling); Physical therapy; Primary care; Depression (economics); Patient Health Questionnaire; Population; Psychological intervention; Depressive symptoms; Family medicine; Internal medicine; Psychiatry; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0101548,0.001511762,0.003979234,0.001569166,0.00116558,0.001817769,0.001397333,0.003884449,0.01067342],"category_scores_gemma":[0.01086429,0.001292932,0.003704061,0.001186638,0.001673739,0.001744248,0.001500984,0.00207198,0.0008403439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508122,"about_ca_system_score_gemma":0.004460401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0047513,"about_ca_topic_score_gemma":0.009150295,"domain_scores_codex":[0.9899896,0.006666195,0.001066187,0.0007099228,0.0008970619,0.0006709856],"domain_scores_gemma":[0.994366,0.0026302,0.001121104,0.0005004384,0.0004398764,0.0009422825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8312461,0.06142199,0.002447793,0.02258576,0.00468519,0.000427915,0.001900874,0.0007615719,0.003708242,0.000479041,0.001666646,0.06866898],"study_design_scores_gemma":[0.9147884,0.07840371,0.00330188,0.0006274172,0.001322298,0.00004101026,0.0001433864,0.0001497804,0.0001728691,0.0001514885,0.0008792471,0.00001850375],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476892,0.009511783,0.002432685,0.001299485,0.00148037,0.1323129,0.001691931,0.0002297021,0.003351922],"genre_scores_gemma":[0.8482246,0.00533107,0.009134255,0.001290354,0.0009109614,0.1324341,0.0004197822,0.00002405783,0.002230774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067342,"threshold_uncertainty_score":0.05370432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250052818013504,"score_gpt":0.3891660127852654,"score_spread":0.3666654846051304,"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."}}