{"id":"W768536881","doi":"10.1044/cred-impl-rmr-001","title":"Implementation Science: Realities and Lessons Learned","year":2014,"lang":"en","type":"article","venue":"the Clinical Research Education Library","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Engineering ethics; Political science; Sociology; Psychology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1692146,0.001558655,0.002689264,0.003900438,0.004008853,0.02137571,0.006542258,0.0199373,0.009526039],"category_scores_gemma":[0.3362983,0.001108232,0.002728621,0.004923272,0.02049342,0.03273004,0.008325162,0.0460763,0.002416114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01870554,"about_ca_system_score_gemma":0.05198441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008592112,"about_ca_topic_score_gemma":0.009827559,"domain_scores_codex":[0.8932706,0.07426366,0.005426908,0.003817285,0.01896367,0.004257787],"domain_scores_gemma":[0.4993031,0.3984207,0.006309558,0.01665107,0.05920137,0.02011421],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002004054,0.0004844348,0.001890442,0.01023299,0.0002283002,0.0008109383,0.007237019,0.00247145,0.0002626051,0.2898127,0.4232295,0.2631394],"study_design_scores_gemma":[0.0002632075,0.00021056,0.001639356,0.03284817,0.0001086046,0.0007743672,0.01268106,0.00222832,0.000521882,0.5875095,0.361013,0.0002020503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0008875475,0.03304353,0.005251639,0.9496844,0.007425872,0.00007099137,0.00005723974,0.0001079444,0.003470925],"genre_scores_gemma":[0.1109118,0.1822018,0.05813373,0.6150036,0.02405375,0.001174366,0.0003801277,0.000468996,0.007671988],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8307854,"threshold_uncertainty_score":0.8949031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7585890726462496,"score_gpt":0.7009610439070334,"score_spread":0.05762802873921624,"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."}}