{"id":"W2151327930","doi":"10.1016/j.aucc.2013.04.002","title":"Clinical components and associated behavioural aspects of a complex healthcare intervention: Multi-methods study of selective decontamination of the digestive tract in critical care","year":2013,"lang":"en","type":"article","venue":"Australian Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research","keywords":"Documentation; Context (archaeology); Medicine; Intervention (counseling); Health care; Clinical Practice; Process (computing); Process management; Nursing; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0004240202,0.0001837532,0.0007415047,0.0001394985,0.00007556633,0.00001266138,0.0001258689,0.0002517301,0.00006409505],"category_scores_gemma":[0.003952327,0.0001558218,0.0002185362,0.0003526171,0.0006967061,0.0001269686,0.00009733358,0.0006750544,0.000001018396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819152,"about_ca_system_score_gemma":0.00007525358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006209922,"about_ca_topic_score_gemma":0.00199679,"domain_scores_codex":[0.9964893,0.001496468,0.001092861,0.0003365777,0.0003179122,0.0002668106],"domain_scores_gemma":[0.9961245,0.001349421,0.0001822198,0.0002674111,0.001917763,0.0001586701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006358557,0.003161323,0.9855813,0.0005923416,0.00004792847,0.00001094721,0.004725133,8.045801e-7,0.001884725,0.000378795,0.00001928085,0.003533876],"study_design_scores_gemma":[0.002868723,0.003078642,0.9535346,0.0005758952,0.000273951,0.00001666126,0.03638153,0.0000284458,0.003041988,0.00008654519,0.000001670143,0.0001113322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974636,0.0001117546,0.00003199225,0.0007343434,0.0002574091,0.001164727,0.0001065054,0.00001719401,0.0001124322],"genre_scores_gemma":[0.9980623,0.000001698799,0.001743911,0.00003577928,0.00002516087,0.00006660537,0.00003514535,0.0000187486,0.00001062391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03204665,"threshold_uncertainty_score":0.9387587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2404052237419611,"score_gpt":0.5382224188138515,"score_spread":0.2978171950718904,"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."}}