{"id":"W2139148003","doi":"10.1016/j.socscimed.2012.03.035","title":"What are the components of complex interventions in healthcare? Theorizing approaches to parts, powers and the whole intervention","year":2012,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Psychological intervention; Transparency (behavior); Intervention (counseling); Complex system; Order (exchange); Computer science; Sociology; Epistemology; Psychology; Artificial intelligence; Computer security; Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0280192,0.0002583502,0.00133473,0.0005581169,0.002100615,0.00004354511,0.001108833,0.0001399459,0.00009205456],"category_scores_gemma":[0.001831936,0.0001309769,0.0002130797,0.002866675,0.003837706,0.0004675389,0.000484566,0.0009066935,0.00003110927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400344,"about_ca_system_score_gemma":0.0004918532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966841,"about_ca_topic_score_gemma":0.001201491,"domain_scores_codex":[0.9906899,0.004762795,0.00210701,0.0004436112,0.001031835,0.0009648068],"domain_scores_gemma":[0.9948516,0.002420103,0.001832506,0.0004013288,0.0001801493,0.0003143188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002570828,0.00006008325,0.001482567,0.01581087,0.00002490206,5.1114e-7,0.1839059,1.338609e-7,0.000001500469,0.06923079,0.001468854,0.7279882],"study_design_scores_gemma":[0.001182381,0.00006949043,0.007185955,0.0347217,0.000161528,0.000002860417,0.08836334,0.000008621421,5.599426e-8,0.001667482,0.8664564,0.0001801773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001088679,0.8072347,0.0002217592,0.1806711,0.003099101,0.006824922,0.00008036276,0.00003143543,0.0007479619],"genre_scores_gemma":[0.2370363,0.7477146,0.00004050365,0.01163318,0.001344345,0.001727275,0.00006731355,0.00004589367,0.0003905717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8649876,"threshold_uncertainty_score":0.9991985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8661656289917937,"score_gpt":0.6765497274988728,"score_spread":0.189615901492921,"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."}}