{"id":"W1983583508","doi":"10.4236/ojpp.2013.34071","title":"Understanding the Implementation of a Complex Intervention Aiming to Change a Health Professional Role: A Conceptual Framework for Implementation Evaluation","year":2013,"lang":"en","type":"article","venue":"Open Journal of Philosophy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Institut pour la Recherche en Santé Publique","keywords":"Operationalization; Conceptual framework; Intervention (counseling); Process (computing); Implementation research; Computer science; Discipline; Knowledge management; Engineering ethics; Management science; Process management; Sociology; Epistemology; Psychological intervention; Medicine; Nursing; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01002298,0.0001601233,0.0004139215,0.0003180036,0.001137977,0.00006143576,0.0006418476,0.00006880704,0.003564647],"category_scores_gemma":[0.0005257407,0.0001196991,0.0001171759,0.0005405493,0.00007974698,0.001207923,0.0002441578,0.0003585765,0.00002592902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110149,"about_ca_system_score_gemma":0.001381711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101438,"about_ca_topic_score_gemma":0.000517924,"domain_scores_codex":[0.9938436,0.002152054,0.002245067,0.000223228,0.0009987087,0.0005373046],"domain_scores_gemma":[0.9933887,0.00136849,0.003407396,0.0002180887,0.001338992,0.0002783613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005000585,0.0001944035,0.02465633,0.0007547179,0.000216085,4.566754e-7,0.4534768,0.0000282186,0.001874473,0.277663,0.08072224,0.1599133],"study_design_scores_gemma":[0.007881313,0.0024802,0.09141967,0.001529243,0.00008380682,0.000006688125,0.5094358,0.0005002402,0.0001654536,0.3800303,0.006209281,0.0002579089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2932801,0.0001172085,0.2089652,0.459551,0.002275065,0.0347456,0.0004657824,0.00002170785,0.0005783549],"genre_scores_gemma":[0.9653,0.000009744229,0.01189641,0.02010733,0.000693723,0.001918794,0.00004133484,0.00002283021,0.0000098869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6720199,"threshold_uncertainty_score":0.9973462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8699060371872886,"score_gpt":0.7169096070593614,"score_spread":0.1529964301279273,"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."}}