{"id":"W2125010840","doi":"10.29173/cmplct21452","title":"The Complexity of Care","year":2014,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Community Health and Development","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disequilibrium; Process (computing); Vulnerability (computing); Engineering ethics; Psychology; Ethical code; Sociology; Computer science; Medicine; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001122351,0.00009113214,0.0002235078,0.0001176223,0.0009254117,0.00002765749,0.0005952929,0.00005754835,0.0000733216],"category_scores_gemma":[0.0003771955,0.0000693831,0.00005547391,0.00007312874,0.0004276514,0.0002084865,0.0001389098,0.0004715056,0.000007213147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591086,"about_ca_system_score_gemma":0.000705071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005563129,"about_ca_topic_score_gemma":0.0009185812,"domain_scores_codex":[0.9980019,0.000633903,0.000746486,0.00008425958,0.0003616296,0.000171827],"domain_scores_gemma":[0.9963202,0.000586634,0.000733863,0.0002284044,0.001955393,0.0001754336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005696587,0.0003458641,0.05541825,0.0002275712,0.00006091866,1.757639e-7,0.01413892,0.00000795217,0.0001271761,0.8399925,0.002711504,0.08639947],"study_design_scores_gemma":[0.0007100289,0.0002889558,0.6928418,0.0002614469,0.00001307894,0.00001883111,0.01290073,0.0002942107,0.00007856896,0.1815126,0.11097,0.0001097751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788576,0.000281753,0.002076536,0.007693792,0.00225207,0.0002359318,0.00001377309,0.00001132722,0.008577152],"genre_scores_gemma":[0.9938647,0.0002021995,0.003814031,0.001449254,0.0005436212,0.000007222348,0.00003636868,0.000006093142,0.00007656641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6584799,"threshold_uncertainty_score":0.7117612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846975233175825,"score_gpt":0.4761647051151281,"score_spread":0.2914671817975456,"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."}}