{"id":"W2056496241","doi":"10.1136/bmj.b32","title":"Complexity science may help in defining health","year":2009,"lang":"en","type":"letter","venue":"BMJ","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Database; XML; DICOM; Information retrieval; Relational database; Software; Medicine; Data mining; Artificial intelligence; Programming language; World Wide Web","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":[0.00828347,0.001345295,0.00127419,0.00769307,0.002664265,0.008804078,0.001729208,0.002625527,0.01678056],"category_scores_gemma":[0.03124168,0.0005015905,0.001492964,0.00336469,0.01418987,0.01711063,0.006168138,0.004207273,0.001590781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514562,"about_ca_system_score_gemma":0.004333545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004555971,"about_ca_topic_score_gemma":0.003127456,"domain_scores_codex":[0.9957224,0.002177612,0.0003775911,0.0008034224,0.0006054579,0.0003134501],"domain_scores_gemma":[0.9756553,0.0160755,0.002583863,0.002068111,0.002175062,0.001442192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002324238,0.00003559703,0.006435934,0.0002579469,0.00004238426,0.0001740231,0.002019614,0.002340717,0.0001577884,0.951758,0.006548136,0.03020644],"study_design_scores_gemma":[0.000007448888,0.00003173911,0.002605178,0.0001496594,0.00001311199,0.0001757551,0.002034818,0.004069881,0.0001276229,0.948668,0.04208178,0.00003499656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04699774,0.02193024,0.578866,0.1733454,0.003122922,0.0006386253,0.001191676,0.0009011795,0.1730062],"genre_scores_gemma":[0.6570148,0.01588918,0.2920123,0.01216594,0.004259591,0.001121686,0.001256744,0.0003687552,0.01591099],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01678056,"threshold_uncertainty_score":0.05613655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06374867173083602,"score_gpt":0.3418278626719635,"score_spread":0.2780791909411275,"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."}}