{"id":"W4308864935","doi":"10.5267/j.msl.2022.10.001","title":"Facilitators of modularity in healthcare services: An interpretive structural modeling approach","year":2022,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modularity (biology); Interdependence; Health care; Modular design; Knowledge management; Computer science; Agile software development; Process management; Competence (human resources); Hierarchy; Business; Psychology; Software engineering; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01088152,0.001030291,0.0004550065,0.003419758,0.00181118,0.003753031,0.001605217,0.001049434,0.004244111],"category_scores_gemma":[0.01690844,0.0006583579,0.001226836,0.00210249,0.003425446,0.004061071,0.003741753,0.001483802,0.0001907959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006153123,"about_ca_system_score_gemma":0.006198228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009399013,"about_ca_topic_score_gemma":0.01485331,"domain_scores_codex":[0.9912211,0.007194446,0.0002212233,0.0003862362,0.00058062,0.000396398],"domain_scores_gemma":[0.9814047,0.01419189,0.002083221,0.0009517312,0.001011325,0.0003571978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001745824,0.0005694136,0.07937771,0.000810084,0.0003955163,0.0006135702,0.07770851,0.08908185,0.001972564,0.6832704,0.001661196,0.06436467],"study_design_scores_gemma":[0.0001374259,0.0003339675,0.02722447,0.0009905073,0.000338528,0.0001949359,0.04306184,0.4832163,0.001567187,0.4231641,0.01967305,0.00009766721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4251532,0.0003296153,0.5398281,0.004811643,0.00004425268,0.001116515,0.0004073466,0.0001823859,0.02812698],"genre_scores_gemma":[0.9038572,0.0002018841,0.09407237,0.00007847538,0.00001254075,0.0005938939,0.0001536658,0.00002280988,0.001007276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088152,"threshold_uncertainty_score":0.05754769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666262223024696,"score_gpt":0.2469756911842735,"score_spread":0.2303130689540266,"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."}}