{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007427972,0.0002788207,0.0002818526,0.0005655204,0.001620949,0.001197268,0.0008552607,0.0005651418,0.0009929844],"category_scores_gemma":[0.0119166,0.0003881821,0.0006301047,0.0007667753,0.0004696421,0.0008707303,0.001871246,0.001409378,0.0001550683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006935721,"about_ca_system_score_gemma":0.02393326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06579845,"about_ca_topic_score_gemma":0.1540924,"domain_scores_codex":[0.996515,0.001660999,0.0002884766,0.0001469697,0.0006946473,0.0006937796],"domain_scores_gemma":[0.9914173,0.000887467,0.001879243,0.0001944816,0.001548292,0.004073157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001609385,0.01526483,0.8190901,0.0006658598,0.0001047938,0.0003562427,0.0172862,0.0004111639,0.0006855151,0.0001621071,0.00322604,0.1411378],"study_design_scores_gemma":[0.0005877674,0.006621489,0.9773114,0.0001426683,0.00003721829,0.00008564995,0.01164588,0.0003571436,0.0001647368,0.00003353694,0.002994692,0.00001787184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944419,0.0001744201,0.000114812,0.00121998,0.00003314567,0.001968618,0.0003088059,0.00001070945,0.001727529],"genre_scores_gemma":[0.9927906,0.0002932317,0.001724747,0.0007184497,0.00002423965,0.003154762,0.000639696,0.000003136185,0.0006511974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06579845,"threshold_uncertainty_score":0.1308309,"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."}}