{"id":"W2332339741","doi":"10.1097/01.cot.0000327540.54871.79","title":"New Tool in Development to Assess Geriatric Cancer Pain","year":2008,"lang":"en","type":"article","venue":"Oncology Times","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pain medicine; Medicine; Geriatric oncology; Geriatrics; Competence (human resources); Population; Health care; Pain assessment; Cancer pain; Workforce; Quality of life (healthcare); Gerontology; Family medicine; Cancer; Pain management; Physical therapy; Nursing; Psychology; Internal medicine; Psychiatry; Anesthesiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004394064,0.00009800411,0.000245712,0.0002005439,0.00004378876,0.000003656161,0.00008334044,0.00008443893,0.001343487],"category_scores_gemma":[0.0001283989,0.00008743435,0.00002641009,0.0002976321,0.00001464362,0.00003097271,0.00005362156,0.0001024518,0.0003652723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147294,"about_ca_system_score_gemma":0.0007970131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196101,"about_ca_topic_score_gemma":0.0001631666,"domain_scores_codex":[0.9991739,0.00007411057,0.0001987539,0.0001909829,0.0001202399,0.0002419734],"domain_scores_gemma":[0.9996154,0.000114361,0.00003521205,0.0001270174,0.00002250701,0.00008547544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001092027,0.0001236585,0.427963,0.00002554804,0.00004286433,0.0003949964,0.000901045,0.00002602223,0.0003440102,0.00007906246,0.441225,0.1287657],"study_design_scores_gemma":[0.0007873498,0.0001106254,0.4605013,0.00002011241,0.00001280158,0.000002646389,0.00003660011,0.00003976268,0.0001696847,0.00001746356,0.5382194,0.00008228822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9201786,0.0005423289,0.002503167,0.007679679,0.0003417038,0.0007454887,7.582321e-7,0.0000958031,0.06791246],"genre_scores_gemma":[0.4230872,0.0006429806,0.1133934,0.01882861,0.0009269909,0.0003661556,0.00003667906,0.00005159331,0.4426664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4970914,"threshold_uncertainty_score":0.9995694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839637438476209,"score_gpt":0.3263602233747446,"score_spread":0.2879638489899826,"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."}}