{"id":"W2684706175","doi":"10.1200/jco.2016.34.15_suppl.e21625","title":"The impact of a simplified documentation method for the Edmonton Classification System for Cancer Pain (ECS-CP) on clinician utilization.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Documentation; Intervention (counseling); Cancer; Palliative care; Physical therapy; Internal medicine; Nursing","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":[0.0212674,0.0002190121,0.0004050578,0.0009839976,0.0003397197,0.0009004376,0.0005963822,0.0004365545,0.002143213],"category_scores_gemma":[0.1342728,0.0002348513,0.0006811224,0.001229697,0.000322415,0.0009759524,0.00113417,0.0006464337,0.0003099721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110919,"about_ca_system_score_gemma":0.002482091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549017,"about_ca_topic_score_gemma":0.006452225,"domain_scores_codex":[0.9755633,0.01575618,0.002306272,0.0008783967,0.004895084,0.0006007098],"domain_scores_gemma":[0.8476446,0.09681053,0.03906041,0.004703274,0.009228569,0.002552733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001730062,0.0004022991,0.9149473,0.0001915586,0.00009957139,0.00004068243,0.0007812154,0.0002488617,0.0002206031,0.00005745206,0.001361561,0.07991885],"study_design_scores_gemma":[0.00005409638,0.0009834631,0.9965043,0.00009786215,0.00003947907,0.0001096824,0.0003563734,0.001102109,0.0001067083,0.00001821135,0.000615314,0.00001236862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950446,0.0009123807,0.000805931,0.0006905863,0.00007307738,0.0002750546,0.0006920312,0.00003205761,0.001474264],"genre_scores_gemma":[0.9967623,0.0002160176,0.001983409,0.00008990665,0.0000411042,0.000192562,0.0004920913,0.000007987267,0.0002146603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212674,"threshold_uncertainty_score":0.1124741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2849913445399921,"score_gpt":0.5814757068284829,"score_spread":0.2964843622884908,"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."}}