{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007047628,0.0001272324,0.0003141033,0.0002903719,0.00002848388,0.00002051599,0.0005386852,0.00006300158,0.0001785989],"category_scores_gemma":[0.00018534,0.00009059149,0.0001538307,0.0001983448,0.00008318645,0.0001351416,0.00005752712,0.0003260277,0.00001017923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149423,"about_ca_system_score_gemma":0.0001900508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007629954,"about_ca_topic_score_gemma":0.0003302022,"domain_scores_codex":[0.9981524,0.0002243019,0.0008137188,0.0001745811,0.000433012,0.0002019531],"domain_scores_gemma":[0.9983203,0.0006635138,0.0004118358,0.0001714872,0.0003674188,0.00006543074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01126001,0.008533511,0.5921613,0.001469639,0.002500218,0.00194325,0.01422639,0.0006439696,0.004514791,0.0554316,0.01042437,0.2968909],"study_design_scores_gemma":[0.02021017,0.00451917,0.8995355,0.01269891,0.0001478773,0.002393722,0.007228729,0.00002335107,0.001510216,0.04831591,0.003100515,0.0003159799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520271,0.007155062,0.0012714,0.01241987,0.01673671,0.0003567711,0.00003730771,0.000007868714,0.009987855],"genre_scores_gemma":[0.9974876,0.00001371064,0.0002805548,0.001103631,0.0008787938,0.00003710643,0.00002826611,0.00001818066,0.0001521483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073741,"threshold_uncertainty_score":0.3694213,"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."}}