{"id":"W4224996059","doi":"10.3332/ecancer.2022.1377","title":"Stigma about palliative care: origins and solutions","year":2022,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"University of Toronto","keywords":"Palliative care; Medicine; Referral; Status quo; Stigma (botany); Nursing; Misinformation; Family medicine; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002559197,0.00009718575,0.0002359387,0.00008677211,0.0004024325,0.000007063902,0.0001612467,0.000028204,0.0005739066],"category_scores_gemma":[0.0003626823,0.0000843918,0.00004741399,0.0005227166,0.0007882843,0.00005935167,0.0001828771,0.0002319189,0.000005955074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304229,"about_ca_system_score_gemma":0.0006104541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002487835,"about_ca_topic_score_gemma":0.00003083725,"domain_scores_codex":[0.9985115,0.00004550436,0.0002003618,0.0002947772,0.0006511575,0.0002967356],"domain_scores_gemma":[0.9992663,0.0001447939,0.00008591029,0.0001854335,0.0001026916,0.0002149052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000276291,0.0004762219,0.7128956,0.0006080919,0.0001556884,0.0002164916,0.06259222,0.0002532054,0.009105586,0.03803024,0.02746477,0.1479256],"study_design_scores_gemma":[0.00163889,0.000702873,0.1727027,0.0004321661,0.00008239981,0.00001995167,0.009779756,0.001263248,0.001606628,0.0005914792,0.8109313,0.0002486623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937129,0.03986999,0.002632783,0.004826318,0.001039046,0.0004913903,0.0001885383,0.0001003888,0.0137225],"genre_scores_gemma":[0.9946718,0.002437398,0.00142835,0.0008941254,0.0001269655,0.00007480758,0.00001239796,0.000007300754,0.0003468397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7834665,"threshold_uncertainty_score":0.6283875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170573916995316,"score_gpt":0.4234972526527641,"score_spread":0.3064398609532325,"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."}}