{"id":"W4394727237","doi":"10.7759/cureus.58061","title":"Practicing Surgeons’ Perception of Barriers to Palliative Care Delivery in British Columbia","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Association of Nurses in Oncology","funders":"","keywords":"Palliative care; Thematic analysis; Nursing; Medicine; Workflow; Perception; Qualitative research; Family medicine; Psychology; Sociology; Management","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001706907,0.0001770204,0.0002834877,0.0006026504,0.005893068,0.002292851,0.000842343,0.0006194076,0.004542618],"category_scores_gemma":[0.006771271,0.0002884387,0.0001074491,0.001137394,0.002560326,0.0004889871,0.001617099,0.001157202,0.0002611599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971317,"about_ca_system_score_gemma":0.03608376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8785046,"about_ca_topic_score_gemma":0.95219,"domain_scores_codex":[0.9980395,0.0005849458,0.0001058837,0.0001052879,0.0005168472,0.0006475435],"domain_scores_gemma":[0.9908597,0.002880122,0.001104687,0.00009762915,0.002200448,0.002857488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002121008,0.0001223214,0.3332723,0.0008665644,0.0000367407,0.004895599,0.6021073,0.0003438747,0.004401888,0.0009029624,0.01210894,0.04072933],"study_design_scores_gemma":[0.00001059087,0.00007713395,0.1962837,0.0004410382,0.000009270416,0.0006130203,0.7909768,0.0001886445,0.0002071643,0.0001264117,0.01102613,0.00004001676],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924556,0.0004989853,0.00007976375,0.002153729,0.00001792113,0.00002157679,0.00006469903,0.000005252382,0.00470245],"genre_scores_gemma":[0.9974087,0.0004572382,0.0001252002,0.0006054061,0.000002605355,0.00001779544,0.00003675137,0.000004173722,0.001342112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214954,"threshold_uncertainty_score":0.2444218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06725927982454431,"score_gpt":0.3898201566803279,"score_spread":0.3225608768557836,"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."}}