{"id":"W4385637916","doi":"10.1186/s12961-023-01028-z","title":"The Implementation in Context (ICON) Framework: A meta-framework of context domains, attributes and features in healthcare","year":2023,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Barwon Health Foundation; Uppsala Universitet; Killam Trusts; Ontario Ministry of Health and Long-Term Care; Dalhousie University; University of Toronto; Flinders University; University College London; Registered Nurses' Association of Ontario; Deakin University; Högskolan Dalarna; Queen's University; Canterbury Christ Church University; University of Ottawa; McMaster University; Ottawa Hospital Research Institute","keywords":"Context (archaeology); Health administration; Icon; Health services research; Health care; Meta-analysis; Health informatics; Public health; Medicine; Computer science; Nursing; Political science; Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1790538,0.005687803,0.008232208,0.04683113,0.005752305,0.01394035,0.009428805,0.005518012,0.00407334],"category_scores_gemma":[0.182548,0.002613899,0.01919162,0.02874376,0.0195419,0.01783644,0.01225003,0.009646663,0.0005062529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0348666,"about_ca_system_score_gemma":0.06250898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02497234,"about_ca_topic_score_gemma":0.02336584,"domain_scores_codex":[0.7723908,0.1894207,0.01876554,0.008507682,0.009179524,0.001735627],"domain_scores_gemma":[0.7745189,0.1922664,0.009261651,0.01101957,0.01068709,0.002246497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003221027,0.0002130785,0.004639591,0.1527895,0.00716272,0.0004900679,0.04065627,0.0101146,0.0005788509,0.5621235,0.006792952,0.2141168],"study_design_scores_gemma":[0.000415538,0.0006213123,0.004642674,0.3449334,0.01832377,0.0005865437,0.01748289,0.008588886,0.001117354,0.4045829,0.1983433,0.0003615452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01144853,0.4675501,0.4220621,0.04452068,0.002508363,0.01798823,0.003812847,0.0008232931,0.02928594],"genre_scores_gemma":[0.1345955,0.07962245,0.7386138,0.004466108,0.000365112,0.03937087,0.001951308,0.0001765587,0.0008384837],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1790538,"threshold_uncertainty_score":0.9469381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6655015593789987,"score_gpt":0.6943130336879321,"score_spread":0.02881147430893338,"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."}}