{"id":"W2768698307","doi":"10.1177/0825859717741027","title":"Palliative Medicine—Becoming a Subspecialty of the Royal College of Physicians and Surgeons of Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Royal College of Physicians and Surgeons of Canada; University of Alberta; University of Calgary; Alberta Health Services; Queen's University; University of Toronto; University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Subspecialty; Palliative care; Accreditation; Medicine; Family medicine; Competence (human resources); Coining (mint); Nursing; Medical education; Psychology","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":[0.0003079859,0.0002047921,0.001262476,0.0001028186,0.0001287978,0.000002815048,0.0003349687,0.00008484565,0.00004470333],"category_scores_gemma":[0.002130903,0.0001329061,0.0002650078,0.0001540172,0.0006802121,0.00006595271,0.00008849905,0.0002977643,6.036971e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071999,"about_ca_system_score_gemma":0.00109182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02782748,"about_ca_topic_score_gemma":0.1005119,"domain_scores_codex":[0.9978122,0.0001187295,0.0009361025,0.0001427882,0.0007850423,0.0002051134],"domain_scores_gemma":[0.9932377,0.000638086,0.003119964,0.0003607864,0.002537499,0.0001059141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004093667,0.00008306164,0.9686834,0.0007477073,0.0006606389,0.00005457932,0.01968972,0.00003624275,0.002755952,0.0005022166,0.005680776,0.0006963111],"study_design_scores_gemma":[0.00282278,0.000596136,0.90595,0.007535639,0.0004378361,0.000001793803,0.03906086,0.00005006252,0.04044347,0.0001477565,0.002831004,0.0001226754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893184,0.004228911,0.00005763462,0.001754365,0.0004813061,0.0002466825,0.0006037003,0.000001580873,0.003307421],"genre_scores_gemma":[0.998459,0.0006352922,0.0003372726,0.0001024426,0.0002228821,0.000001554994,0.0000031465,0.0000158169,0.000222617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07268445,"threshold_uncertainty_score":0.9786463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08544634226573046,"score_gpt":0.3821510309974375,"score_spread":0.296704688731707,"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."}}