{"id":"W2503492450","doi":"10.2147/jmdh.s107796","title":"Theoretical domains framework to assess barriers to change for planning health care quality interventions: a systematic literature review","year":2016,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Psychological intervention; Concordance; Context (archaeology); Systematic review; Descriptive statistics; Health care; Psychology; Quality (philosophy); MEDLINE; Medicine; Applied psychology; Computer science; Nursing; Mathematics; Statistics; 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","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0246887,0.0009231518,0.007172977,0.001446464,0.002356493,0.00007169632,0.001690215,0.0009011285,0.0002249582],"category_scores_gemma":[0.03281319,0.0005939231,0.001930801,0.002047999,0.0001145652,0.0004438469,0.0006883781,0.003055414,0.0001343612],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004752601,"about_ca_system_score_gemma":0.01061265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656387,"about_ca_topic_score_gemma":0.0000814672,"domain_scores_codex":[0.9674282,0.01702018,0.01087863,0.0009688539,0.001604008,0.002100108],"domain_scores_gemma":[0.9673281,0.01446789,0.00874166,0.001353295,0.002954828,0.005154286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006999708,0.00002321512,0.00004479931,0.9020672,0.00008570864,0.00002703143,0.04844631,1.515074e-7,1.893116e-8,0.00722154,0.006670727,0.03534326],"study_design_scores_gemma":[0.0003825985,0.0009859189,0.00003014795,0.7351949,0.0002086231,0.00007063358,0.01140092,3.376169e-7,1.425404e-8,0.0004067145,0.2509324,0.0003867426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006543147,0.8682243,0.006462199,0.09401424,0.002952603,0.02525857,0.003009007,0.00005770784,0.00001488472],"genre_scores_gemma":[0.00004707305,0.9307604,0.01668382,0.04214513,0.002376448,0.007704119,0.00007943092,0.0001567914,0.00004679501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2442617,"threshold_uncertainty_score":0.9996512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6712111587088551,"score_gpt":0.7348702610272051,"score_spread":0.06365910231835004,"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."}}