{"id":"W2946319482","doi":"10.1093/tbm/ibz080","title":"Using the theoretical domains framework to identify barriers and enabling factors to implementation of guidance for the diagnosis and management of nonalcoholic fatty liver disease: a qualitative study","year":2019,"lang":"en","type":"article","venue":"Translational Behavioral Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Institute for Health and Care Research","keywords":"Nonalcoholic fatty liver disease; Health psychology; Qualitative research; Disease; Fatty liver; Medicine; Process management; Public health; Management science; Computer science; Internal medicine; Business; Pathology; Sociology; Engineering","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":[0.000399296,0.0001446018,0.000269064,0.00007873352,0.0001034783,0.000008582946,0.00007168004,0.00002274638,0.0002186318],"category_scores_gemma":[0.00002928421,0.00007904278,0.00006475112,0.0001926889,0.0001990642,0.0000504053,0.00002879746,0.00005311481,4.342893e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956703,"about_ca_system_score_gemma":0.00003242803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002494684,"about_ca_topic_score_gemma":0.00002247764,"domain_scores_codex":[0.9987025,0.00008638045,0.0003391235,0.0002468146,0.0004855503,0.0001395901],"domain_scores_gemma":[0.9986359,0.0007673065,0.00007965628,0.0001859237,0.0001246058,0.0002065632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000471391,0.0003012664,0.9210584,0.0002072654,0.0003346028,0.000004839627,0.05949877,0.00003092349,0.0002339347,0.01568434,0.00001438498,0.002159909],"study_design_scores_gemma":[0.002047667,0.0008076464,0.9365613,0.0004811686,0.002214699,4.895264e-7,0.05689808,0.000042488,0.0002498073,0.0006026205,0.00001824668,0.0000757361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887363,0.001084169,0.002577188,0.003026185,0.00005451049,0.004290876,0.0002229011,0.000005210539,0.000002622115],"genre_scores_gemma":[0.9977525,0.0001249414,0.001427583,0.000191301,0.00003123445,0.000429169,0.00002800209,0.00001302809,0.000002220393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550298,"threshold_uncertainty_score":0.3223271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118308177355901,"score_gpt":0.4888109425485705,"score_spread":0.3705027651926696,"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."}}