{"id":"W4412119175","doi":"10.1089/pmr.2023.0081.rfs2024","title":"Rosalind Franklin Society Proudly Announces the 2024 Award Recipient for <i>Palliative Medicine Reports</i>","year":2025,"lang":"en","type":"article","venue":"Palliative Medicine Reports","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004004839,0.0007887493,0.002171963,0.0002781647,0.0004012733,0.00002165181,0.0002841877,0.0003453897,0.0002264017],"category_scores_gemma":[0.009066451,0.0004530433,0.0006541248,0.001570686,0.001822913,0.0001445418,0.0001567651,0.0007879555,0.000004438816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436701,"about_ca_system_score_gemma":0.0008625061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007037106,"about_ca_topic_score_gemma":0.0001085511,"domain_scores_codex":[0.9931484,0.0002073308,0.002819346,0.001354144,0.00165936,0.0008113546],"domain_scores_gemma":[0.9912367,0.002386008,0.002121491,0.00134708,0.002586869,0.0003218848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006036524,0.0003603391,0.351643,0.001638474,0.00232777,0.000719712,0.02225395,0.00003547478,0.002856716,0.00106867,0.613427,0.003065211],"study_design_scores_gemma":[0.003845879,0.001911684,0.03576827,0.01262479,0.002266983,0.0001149506,0.01420115,0.0003899747,0.006289576,0.009872182,0.9121509,0.0005636701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1731549,0.2063382,0.08691815,0.3261201,0.0318036,0.0226826,0.0002474628,0.0009719869,0.151763],"genre_scores_gemma":[0.8065624,0.03405276,0.02109914,0.02658332,0.01109965,0.003833608,0.001958065,0.00036,0.09445106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6334075,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09851343633601842,"score_gpt":0.4328482960022926,"score_spread":0.3343348596662742,"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."}}