{"id":"W4407808216","doi":"10.1177/02692163251321082","title":"Peer review and <i>Palliative Medicine</i> : Guiding reviewers’ contributions to ensuring high quality publications","year":2025,"lang":"en","type":"editorial","venue":"Palliative Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Palliative care; Alternative medicine; Quality (philosophy); MEDLINE; Peer review; Family medicine; Medical education; Nursing; Pathology; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02202786,0.0009758776,0.004495608,0.0008482214,0.0005085947,0.00003489975,0.0006069369,0.0009233012,0.001323843],"category_scores_gemma":[0.8487678,0.0006753925,0.0002167916,0.002559881,0.001009464,0.0001393482,0.0003780802,0.002903082,0.0001085018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200108,"about_ca_system_score_gemma":0.009919828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002585988,"about_ca_topic_score_gemma":0.0001570817,"domain_scores_codex":[0.9854617,0.001193592,0.002783132,0.001539208,0.007007756,0.00201467],"domain_scores_gemma":[0.7838749,0.0636904,0.004864729,0.00724748,0.09533318,0.04498931],"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":[0.0001184343,0.00009777657,0.0002169138,0.01810331,0.0003811958,0.00002419784,0.0006307069,5.206197e-8,0.00005956358,0.001748425,0.974269,0.004350386],"study_design_scores_gemma":[0.003804222,0.001086571,0.001925203,0.07180838,0.001856817,0.000002277964,0.0002476106,0.000002241678,0.00001604318,0.0003957748,0.9184138,0.000441075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000007972593,0.1138593,0.00217482,0.7378073,0.1243632,0.005094311,0.001568398,0.0001856192,0.01493909],"genre_scores_gemma":[0.0001686327,0.3868408,0.0007729468,0.07905038,0.4550896,0.001400262,0.007270225,0.0001092907,0.0692979],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8267399,"threshold_uncertainty_score":0.9995891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398611307016463,"score_gpt":0.5395203829316496,"score_spread":0.2996592522300033,"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."}}