{"id":"W2051956678","doi":"10.1007/s10597-009-9260-1","title":"Exploring Barriers to the Implementation of Evidence-Based Practice in Psychiatry to Inform Health Policy: A Focus Group Based Study","year":2009,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cochrane","funders":"","keywords":"Focus group; Mental health; Context (archaeology); Government (linguistics); Health care; Grounded theory; Evidence-based practice; Qualitative research; Nursing; Public health; Psychology; Medicine; Psychiatry; Medical education; Alternative medicine; Sociology; Political science","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":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03678086,0.0002863385,0.0005810531,0.00131836,0.007872199,0.00006263459,0.001160886,0.00005312575,0.0002061687],"category_scores_gemma":[0.004547219,0.000220347,0.00008318568,0.003357251,0.00004515567,0.001490577,0.0002179252,0.002492643,0.00004396857],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004685845,"about_ca_system_score_gemma":0.02024889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05663848,"about_ca_topic_score_gemma":0.08795769,"domain_scores_codex":[0.9778782,0.01564594,0.003152786,0.0002503443,0.001443152,0.001629588],"domain_scores_gemma":[0.9912666,0.003320562,0.001826881,0.0008971514,0.0003842236,0.002304594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001138517,0.0008660532,0.07278122,0.0004383262,0.00002083068,0.000002431925,0.7116642,0.0003349428,0.00003399417,0.0006074772,0.02385507,0.1882569],"study_design_scores_gemma":[0.003716348,0.008844205,0.3643778,0.001541647,0.000006730841,0.00001073253,0.5927107,0.00004729576,0.0000146121,0.0001068065,0.02841393,0.0002091681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4234526,0.00007519275,0.0008061788,0.5702261,0.0007179438,0.004572507,0.00006567824,0.00003075304,0.00005306828],"genre_scores_gemma":[0.7075425,0.00009620008,0.004242247,0.2875886,0.0001971247,0.0003035909,0.000007522293,0.00001813013,0.000004135925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2915966,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7198569636143727,"score_gpt":0.6870923676337246,"score_spread":0.03276459598064807,"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."}}