{"id":"W2917880234","doi":"10.3747/co.26.4389","title":"Palliative Care Consultation and Aggressive Care at End of Life in Unresectable Pancreatic Cancer","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Medicine; Palliative care; End-of-life care; Odds; Logistic regression; Odds ratio; Quality of life (healthcare); Cancer; Cohort; Retrospective cohort study; Family medicine; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004695738,0.0001172949,0.0005789615,0.0001134135,0.00001664907,0.000001495058,0.00004487588,0.0001017597,0.0001960159],"category_scores_gemma":[0.0005325472,0.00009971602,0.00004013132,0.0001555634,0.0001462536,0.00003397696,0.00005027691,0.000138083,0.000008026549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004119932,"about_ca_system_score_gemma":0.0004020296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004817526,"about_ca_topic_score_gemma":0.001223214,"domain_scores_codex":[0.9991044,0.00008938275,0.0002878428,0.0002096207,0.0001410157,0.0001677633],"domain_scores_gemma":[0.9985834,0.0004742647,0.0003188979,0.0001143754,0.0004300622,0.000078953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000436403,0.00005940156,0.9402157,0.001542689,0.0000559378,0.000009782474,0.03884351,0.00001600719,0.0009933052,0.00005333412,0.0001721182,0.01760178],"study_design_scores_gemma":[0.01637698,0.002036679,0.8229507,0.007943381,0.000372313,0.00000412146,0.08083217,0.000264022,0.01357656,0.00005599752,0.05525974,0.0003273294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584109,0.1387621,0.000003486624,0.00007859481,0.0003223878,0.0004410913,0.00008694815,0.000006329398,0.001888103],"genre_scores_gemma":[0.9874475,0.01206603,0.0001342122,0.0000370908,0.00005482656,0.00005803931,0.0001170099,0.000009363791,0.00007590514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290366,"threshold_uncertainty_score":0.4066301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971832520261523,"score_gpt":0.4927424821467555,"score_spread":0.2955592301206033,"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."}}