{"id":"W2806875460","doi":"10.1186/s12904-018-0336-y","title":"Prevalence and characteristics of breakthrough cancer pain in an outpatient clinic in a Catalan teaching hospital: incorporation of the Edmonton Classification System for Cancer pain into the diagnostic algorithm","year":2018,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer pain; Medicine; Pain medicine; Catalan; Cancer; Physical therapy; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417894,0.0001293554,0.0002550029,0.00006112239,0.00007090335,0.00001082621,0.0001379095,0.00007293014,0.000001928201],"category_scores_gemma":[0.001734242,0.00008427744,0.00004278416,0.0001581685,0.0001423704,0.00007740434,0.00004445015,0.0001353514,1.926713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439293,"about_ca_system_score_gemma":0.0001264806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934345,"about_ca_topic_score_gemma":0.01035309,"domain_scores_codex":[0.998386,0.0005853771,0.0004553231,0.0002499404,0.0001914042,0.0001319123],"domain_scores_gemma":[0.9980968,0.0007928816,0.0004916279,0.000282395,0.0003069855,0.00002928965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006371029,0.00007606609,0.9321142,0.001795677,0.00001350623,2.68206e-7,0.03213691,0.000003356974,0.00009583699,0.00006502058,0.00002974011,0.03360575],"study_design_scores_gemma":[0.0006742659,0.0005988376,0.9658301,0.002506604,0.00007486847,8.131887e-9,0.01421549,0.0157584,0.000155625,0.00003242808,0.00006254088,0.00009078568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915856,0.0007972191,0.004800086,0.0002509845,0.0001832081,0.002253681,0.00010514,0.00001058125,0.00001348112],"genre_scores_gemma":[0.9979165,0.000221134,0.0008180776,0.00008579281,0.0001442779,0.00069866,0.00007672337,0.00001456879,0.0000243185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.033716,"threshold_uncertainty_score":0.5777267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469310123059835,"score_gpt":0.3339352180908166,"score_spread":0.2992421168602183,"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."}}