{"id":"W2951427521","doi":"10.1177/1534735419859095","title":"Characteristics of Breakthrough Pain and Its Impact on Quality of Life in Terminally Ill Cancer Patients","year":2019,"lang":"en","type":"article","venue":"Integrative Cancer Therapies","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Terminally ill; Observational study; Cancer; Palliative care; Internal medicine; Physical therapy","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":[0.0003499859,0.000174611,0.0005660905,0.000109781,0.00001089172,0.000005512485,0.00007424445,0.00005481178,0.0003050237],"category_scores_gemma":[0.0002265305,0.0001104277,0.00007661176,0.0001353331,0.00007476485,0.00007470744,0.00001988969,0.0001323015,0.00000197979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120929,"about_ca_system_score_gemma":0.00009878484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656398,"about_ca_topic_score_gemma":0.0002812924,"domain_scores_codex":[0.9989289,0.0001726486,0.0003759976,0.0001800806,0.0002009304,0.0001414416],"domain_scores_gemma":[0.9989914,0.0002271921,0.0002840701,0.0001392589,0.0003124876,0.00004554384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323317,0.000195669,0.9723979,0.0003187091,0.0002042334,6.444052e-7,0.006428288,0.000001895562,0.003685892,0.0001746192,0.0001455179,0.01512334],"study_design_scores_gemma":[0.001484034,0.0008321787,0.9939066,0.0008669427,0.00002029527,1.696228e-8,0.0008432887,0.0001072025,0.001461312,0.00006562635,0.0003030639,0.0001093945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971303,0.001378175,0.000009064748,0.0003618496,0.0001021171,0.0004998067,0.0002137631,0.000007769721,0.0002971977],"genre_scores_gemma":[0.9971138,0.001432983,0.0000200556,0.0008811177,0.00003750095,0.00004138906,0.00001931559,0.00001347152,0.0004404247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150877,"threshold_uncertainty_score":0.4503111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307591022827419,"score_gpt":0.3482245933101994,"score_spread":0.3251486830819252,"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."}}