{"id":"W4249136982","doi":"10.1093/geront/gnw162.3000","title":"PAIN MANAGEMENT","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009083808,0.00007847703,0.0001062853,0.00002070554,0.00006568251,0.000006714336,0.000131599,0.00002546945,0.0003418065],"category_scores_gemma":[0.00003142116,0.00003141893,0.00005279534,0.00004395983,0.0001447929,0.00001678889,0.00002898128,0.00003244096,0.0004299524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003891997,"about_ca_system_score_gemma":0.000004756982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000018068,"about_ca_topic_score_gemma":0.00001180245,"domain_scores_codex":[0.9993308,0.0001172145,0.0001027528,0.0001327219,0.0001286693,0.0001877932],"domain_scores_gemma":[0.9993981,0.0001207204,0.00003005579,0.0004000967,0.00001134936,0.00003963863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003048416,0.0001409849,0.09826068,0.000105123,0.0002292985,0.0004225498,0.0001845053,8.652481e-7,0.0002171693,0.07567882,0.2417179,0.5827373],"study_design_scores_gemma":[0.000780364,0.0001686363,0.2275847,0.00007033213,0.00008995599,0.00002844812,0.0002906327,0.00001995699,0.00005035669,0.002081431,0.7687376,0.0000974995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1207641,0.001240792,0.123638,0.3217663,0.0002039816,0.002092712,9.954506e-7,0.0006273519,0.4296658],"genre_scores_gemma":[0.9340599,0.0001056612,0.000762775,0.008915294,0.00007464285,0.00004226526,0.000001110615,0.000008157482,0.05603018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8132958,"threshold_uncertainty_score":0.5526311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875262247036574,"score_gpt":0.26909553893953,"score_spread":0.2403429164691643,"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."}}