{"id":"W2890386437","doi":"10.23889/ijpds.v3i4.913","title":"Access to palliative care in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Palliative care; Medicine; Health care; Emergency department; End-of-life care; Intensive care; Acute care; Family medicine; Medical emergency; Nursing; Gerontology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662361,0.00005790951,0.0001104451,0.0002575257,0.00007445143,0.0000647276,0.001004262,0.00001278349,0.00004570449],"category_scores_gemma":[0.00121821,0.00004919844,0.0000167843,0.0003348106,0.00005884353,0.0008159369,0.0002141835,0.00006674248,0.000002531677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008092555,"about_ca_system_score_gemma":0.001381555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2987562,"about_ca_topic_score_gemma":0.6739876,"domain_scores_codex":[0.998663,0.000008940151,0.0002760751,0.0001975804,0.0007141127,0.000140255],"domain_scores_gemma":[0.9982366,0.00005873536,0.0001330068,0.0001915143,0.001263361,0.0001167817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635671,0.00001221824,0.9805794,0.000007440918,0.0000143334,0.00000972113,0.0008141679,0.0001098542,0.0003228165,0.0002288871,0.002169217,0.01556839],"study_design_scores_gemma":[0.0006788801,0.0001117403,0.9492783,0.0004783461,0.000009526048,0.000009981569,0.001225403,0.003305538,0.003048564,0.0002068269,0.0415591,0.00008781581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917997,0.0001013286,0.00303338,0.001981811,0.002048847,0.0001979775,0.0003451198,0.00000394198,0.000487917],"genre_scores_gemma":[0.9925824,0.0000388632,0.006105467,0.0007038914,0.0003772081,0.000002899553,0.0001581159,0.000004040666,0.00002705504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3752314,"threshold_uncertainty_score":0.7059134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3086607104873588,"score_gpt":0.5490978795579466,"score_spread":0.2404371690705879,"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."}}