{"id":"W7096130889","doi":"","title":"Complicated and Complex Systems: What Would Successful Reform","year":2002,"lang":"en","type":"article","venue":"","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Work (physics); Process (computing); Administration (probate law); Health services; Health services research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01961137,0.0004883575,0.0008858787,0.001221483,0.004808481,0.01176532,0.001957263,0.008532975,0.01447269],"category_scores_gemma":[0.05748452,0.0003354395,0.0007631701,0.001235315,0.02777324,0.0186501,0.007334705,0.005654838,0.002026239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129621,"about_ca_system_score_gemma":0.01885102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008695447,"about_ca_topic_score_gemma":0.006626746,"domain_scores_codex":[0.9874849,0.007604868,0.0002280681,0.0008194078,0.001285024,0.002577829],"domain_scores_gemma":[0.9795412,0.009465871,0.001641179,0.003227853,0.002415639,0.00370822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002123132,0.00004321694,0.0004250967,0.00009828409,0.00001587525,0.00004694131,0.001088086,0.001397149,0.00004069497,0.9728276,0.01439984,0.009595971],"study_design_scores_gemma":[0.00003921523,0.00003006387,0.0005542188,0.0002668847,0.000009803388,0.00001908063,0.002188523,0.00133375,0.00007541294,0.9547702,0.04069883,0.00001395107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02462476,0.006529598,0.01930377,0.8098003,0.001065618,0.0001687844,0.0000938261,0.0001502487,0.1382632],"genre_scores_gemma":[0.9456013,0.003325063,0.01100095,0.02539884,0.0009998245,0.0003074396,0.00007182313,0.00008449744,0.01321021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01961137,"threshold_uncertainty_score":0.1037161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878699085055869,"score_gpt":0.4446272317288505,"score_spread":0.2567573232232636,"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."}}