{"id":"W3081190310","doi":"10.1177/0840470420950378","title":"Applied systems thinking: The impact of system optimization strategies on financial and quality performance in a team-based simulation","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Quality (philosophy); Order (exchange); Core (optical fiber); Systems thinking; Affect (linguistics); Knowledge management; Process management; Computer science; Business; Psychology; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.007011633,0.0004453273,0.0003469254,0.0004928918,0.0006517585,0.002101495,0.0007373875,0.0005673962,0.003051481],"category_scores_gemma":[0.02386879,0.0002051907,0.0004579716,0.0005416124,0.0009695811,0.001070475,0.001359301,0.0009337955,0.0001657604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601942,"about_ca_system_score_gemma":0.002986538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354191,"about_ca_topic_score_gemma":0.002997006,"domain_scores_codex":[0.9936513,0.00532115,0.0001240893,0.0002186738,0.0004215979,0.0002631188],"domain_scores_gemma":[0.9767733,0.01995891,0.001123026,0.0006202992,0.0007386967,0.0007857268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003973837,0.008901864,0.09679864,0.000772763,0.0006069785,0.0003628548,0.01520958,0.6937926,0.01143144,0.03651857,0.001633102,0.1299978],"study_design_scores_gemma":[0.0009412738,0.01444839,0.03239844,0.0001910196,0.0002429854,0.00009456219,0.008725545,0.8981524,0.01487289,0.02552527,0.004255733,0.0001514425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825576,0.0000348243,0.01241074,0.0002716946,0.00001466988,0.0001247672,0.00003225763,0.00003855754,0.004515008],"genre_scores_gemma":[0.9937033,0.0000292755,0.005757289,0.0000289046,0.000003436457,0.000109872,0.00001675012,0.000005684508,0.0003454344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007011633,"threshold_uncertainty_score":0.03708154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601131671103148,"score_gpt":0.4139513356823576,"score_spread":0.2538381685720428,"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."}}