{"id":"W4388203410","doi":"10.1200/op.2023.19.11_suppl.262","title":"Implementation and assessment of an advanced practice nurse-led early palliative care initiative for patients with advanced pancreatic cancer.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Medicine; Referral; Palliative care; Pancreatic cancer; Family medicine; Cancer; Nursing; Emergency medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003655964,0.0002134281,0.0006296834,0.0001492348,0.0001045828,0.000009492864,0.00007604993,0.0001148302,0.00002295868],"category_scores_gemma":[0.002104015,0.0001823875,0.00004827175,0.000412946,0.0001348953,0.0010948,0.00003077212,0.0002405116,0.000001862434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040372,"about_ca_system_score_gemma":0.0007212798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002778647,"about_ca_topic_score_gemma":0.000243144,"domain_scores_codex":[0.9981231,0.000378454,0.0004611773,0.0003863104,0.000365889,0.0002850716],"domain_scores_gemma":[0.9917512,0.004519888,0.001165379,0.0002161164,0.002225672,0.0001217695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02010519,0.001820357,0.6566816,0.001069075,0.002037198,0.00008274363,0.07003771,0.0001395037,0.001561098,0.001248572,0.0003128388,0.2449041],"study_design_scores_gemma":[0.01982771,0.02273097,0.649431,0.0006331296,0.002225679,0.000003694799,0.2517976,0.0001521948,0.002296346,0.00006082636,0.05054946,0.0002913603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893737,0.0006004449,0.0004003094,0.002104022,0.0001846284,0.002335792,0.0002550201,0.00005493679,0.004691191],"genre_scores_gemma":[0.8876953,0.002097849,0.1081269,0.0006888482,0.00006119248,0.0007630215,0.0004924978,0.00003921654,0.00003521195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446127,"threshold_uncertainty_score":0.7437545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337700044725747,"score_gpt":0.5476461675879191,"score_spread":0.4542691671406616,"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."}}