{"id":"W2969682716","doi":"10.1200/jco.2019.37.15_suppl.11602","title":"The development of a nomogram to determine the risk for inappropriate opioid use in cancer patients.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nomogram; Cancer pain; Opioid; Depression (economics); Logistic regression; Cancer; Anxiety; Distress; Internal medicine; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007347659,0.001232841,0.001345029,0.007306758,0.001057875,0.002577498,0.001249293,0.001376296,0.002386621],"category_scores_gemma":[0.02989482,0.0004433896,0.002089374,0.002702581,0.0004916675,0.001923528,0.001281811,0.001492867,0.001051603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010915,"about_ca_system_score_gemma":0.001470082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003475449,"about_ca_topic_score_gemma":0.004406606,"domain_scores_codex":[0.9971213,0.001300474,0.0004164424,0.0003102723,0.0006573824,0.0001942911],"domain_scores_gemma":[0.9833652,0.00961597,0.002704611,0.0005433126,0.00277835,0.0009924534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005353378,0.0001258512,0.94644,0.0001699961,0.0002812709,0.0002251705,0.0001342489,0.00596532,0.0002046294,0.0003586019,0.005060278,0.04049925],"study_design_scores_gemma":[0.0003377426,0.001757701,0.6305223,0.0005992193,0.0009436368,0.003370473,0.002230534,0.3383892,0.001350835,0.003615705,0.01665424,0.0002283934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692918,0.005921416,0.09085775,0.003263661,0.0009198198,0.002230648,0.01285591,0.001550983,0.01310799],"genre_scores_gemma":[0.9401225,0.0007335151,0.05250883,0.0002140257,0.0001823761,0.0008858975,0.004623357,0.00005980068,0.0006697021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007347659,"threshold_uncertainty_score":0.03885859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113464287075896,"score_gpt":0.4409136362468026,"score_spread":0.329567207539213,"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."}}