{"id":"W7110569966","doi":"","title":"Cancer Induced Bone Pain: Pain Classification and Management","year":2024,"lang":"","type":"article","venue":"ResearchOnline@ND (The University of Notre Dame)","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bone pain; Context (archaeology); Opioid; Cancer pain; Analgesic; Neuropathic pain; Quality of life (healthcare); Distress; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005533882,0.0003273879,0.0004446371,0.0006488356,0.0005002304,0.000109977,0.0005645228,0.0002064458,0.0009941864],"category_scores_gemma":[0.0003197444,0.0002918371,0.0002078045,0.001172416,0.0006743676,0.0002210363,0.0005771126,0.000820995,0.000138863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859055,"about_ca_system_score_gemma":0.0002576368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008184821,"about_ca_topic_score_gemma":0.0002566348,"domain_scores_codex":[0.9959209,0.001250317,0.0003565762,0.0007750427,0.00102609,0.0006710505],"domain_scores_gemma":[0.9974499,0.001082258,0.0001308292,0.0008002939,0.0002129924,0.0003237553],"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":[0.001066532,0.0006034866,0.01393051,0.009444501,0.002065098,0.001030654,0.005233491,0.00003692513,0.003734422,0.005147098,0.1715047,0.7862026],"study_design_scores_gemma":[0.00175811,0.0004268205,0.08017302,0.002839107,0.0007685277,0.000001272267,0.01303546,0.2336286,0.00002950282,0.0001855406,0.666793,0.0003610235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7297494,0.03130328,0.009979577,0.2075789,0.001071527,0.006594065,0.0003410311,0.0003974088,0.01298482],"genre_scores_gemma":[0.8946112,0.06106842,0.0009378287,0.0007060115,0.0005373986,0.000005770408,0.0001674547,0.00005975412,0.04190616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7858416,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941865932945397,"score_gpt":0.3113699726196504,"score_spread":0.2619513132901964,"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."}}