{"id":"W1524907399","doi":"10.1186/1748-5908-1-4","title":"Designing theoretically-informed implementation interventions","year":2006,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":395,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Implementation research; Management science; Process (computing); Health services research; Health administration; Medicine; Health informatics; Health care; Process management; Risk analysis (engineering); Systematic review; Computer science; MEDLINE; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1069099,0.002115124,0.001786991,0.00490853,0.002431474,0.005490969,0.004814811,0.004957762,0.01004806],"category_scores_gemma":[0.149207,0.001874376,0.002647817,0.002560927,0.00539793,0.007816762,0.006636311,0.005233331,0.001883518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008238778,"about_ca_system_score_gemma":0.02829294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750089,"about_ca_topic_score_gemma":0.003151621,"domain_scores_codex":[0.8788049,0.1027103,0.005154721,0.004368784,0.006781945,0.002179303],"domain_scores_gemma":[0.8707768,0.1064042,0.006411413,0.008585177,0.005996661,0.001825681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000830701,0.00499592,0.008202099,0.01887725,0.0006564953,0.000365503,0.02520005,0.02253245,0.003250394,0.3548524,0.01145827,0.5487785],"study_design_scores_gemma":[0.006168754,0.007599516,0.01126483,0.02265512,0.001265807,0.0003665219,0.0265101,0.0412266,0.01186861,0.7091417,0.1615715,0.00036085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06451625,0.003416386,0.7549514,0.02458504,0.001302237,0.08907888,0.0007767177,0.001046685,0.06032644],"genre_scores_gemma":[0.08768207,0.001474174,0.8483543,0.001881263,0.00007138083,0.05870082,0.0002898308,0.00006877136,0.001477374],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1069099,"threshold_uncertainty_score":0.5654002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6586979204214273,"score_gpt":0.7546897635112,"score_spread":0.09599184308977271,"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."}}