{"id":"W2472581086","doi":"10.1097/hmr.0000000000000122","title":"An intraorganizational model for developing and spreading quality improvement innovations","year":2016,"lang":"en","type":"article","venue":"Health Care Management Review","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Process (computing); Process management; Workflow; Quality (philosophy); Quality management; Business; Knowledge management; Computer science; Marketing","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":[0.004147029,0.0001716431,0.0003773208,0.0001633823,0.001214593,0.00001494079,0.0002215683,0.00004628572,0.00009980784],"category_scores_gemma":[0.0005434704,0.0001293993,0.00002620937,0.000561154,0.00004156518,0.0003308501,0.0001462865,0.000100396,0.00003814407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014107,"about_ca_system_score_gemma":0.001098798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000624075,"about_ca_topic_score_gemma":0.0002364498,"domain_scores_codex":[0.996371,0.0004513986,0.001591868,0.0004901839,0.0003724671,0.0007231061],"domain_scores_gemma":[0.9975771,0.0004818848,0.0006526376,0.000411061,0.0006273083,0.0002499795],"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":[0.000007941254,0.00001555774,0.002460218,0.05073666,0.00001941706,1.934416e-7,0.004321473,0.00000198021,0.00005091316,0.412343,0.03749164,0.492551],"study_design_scores_gemma":[0.003087471,0.000264585,0.01907261,0.01468631,0.00005965432,9.860529e-7,0.004666883,0.0006794285,0.00001798124,0.004796299,0.9519143,0.0007535788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.002324902,0.002438589,0.8191664,0.1658388,0.0003112235,0.008785895,0.0002676478,0.000168087,0.0006984515],"genre_scores_gemma":[0.115039,0.06283228,0.1622913,0.6522113,0.0003397943,0.005672493,0.0002655206,0.00008673176,0.001261498],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9144226,"threshold_uncertainty_score":0.9341794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4852204015576077,"score_gpt":0.6704635042372353,"score_spread":0.1852431026796276,"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."}}