{"id":"W3026130298","doi":"10.1155/2020/6190862","title":"Episodic Cancer Pain: Patient Reporting, Prevalence, and Clinicodemographic Associations at Initial Cancer Pain Clinic Assessment","year":2020,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa; Carleton University","funders":"Universidade de Lisboa; Calouste Gulbenkian Foundation; Ottawa Hospital Research Institute","keywords":"Brief Pain Inventory; Logistic regression; Medicine; Odds ratio; Cancer pain; Cancer; Internal medicine; Physical therapy; Chronic pain","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02347507,0.0002757392,0.0005102244,0.0003540367,0.0005651992,0.0001262016,0.0001800631,0.0001201418,0.0006507097],"category_scores_gemma":[0.003390797,0.0002482444,0.0001365367,0.0007474252,0.0002800309,0.00009697059,0.0006786622,0.0005849504,0.00001450928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665989,"about_ca_system_score_gemma":0.0001240179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400491,"about_ca_topic_score_gemma":0.0002518902,"domain_scores_codex":[0.99349,0.002241054,0.001203673,0.0009274909,0.001270368,0.0008674196],"domain_scores_gemma":[0.9967757,0.0013595,0.0005868694,0.0004099689,0.0002571892,0.0006107571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001446083,0.0002240758,0.7792391,0.002298448,0.000428117,0.0001685126,0.0003861462,0.000003967999,0.00001563739,0.0002145181,0.1254741,0.09140286],"study_design_scores_gemma":[0.001952391,0.001918152,0.7881657,0.0007110374,0.0002541108,3.059081e-7,0.001054748,0.009633337,0.00001062374,0.0005663212,0.1953702,0.0003630125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564363,0.01363627,0.004491733,0.09477235,0.0004472554,0.01048819,0.0001425757,0.0004597731,0.01912553],"genre_scores_gemma":[0.9001963,0.06954073,0.001359464,0.0171675,0.0005193719,0.002120275,0.0001322405,0.00006788445,0.008896304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09103984,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457651565444499,"score_gpt":0.4561812274732066,"score_spread":0.3104160709287566,"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."}}