{"id":"W2227615255","doi":"10.1200/jop.2015.007203","title":"Impact of a Palliative Care Checklist on Clinical Documentation","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Checklist; Documentation; Palliative care; MEDLINE; Family medicine; Nursing; Medical emergency; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009572823,0.0000992018,0.0005937481,0.0001268216,0.00001793124,0.000003203352,0.00008588692,0.0001528248,0.0001623569],"category_scores_gemma":[0.01004867,0.00005477703,0.0003245213,0.0001111949,0.000145915,0.0003283977,0.00001777901,0.0003240702,0.0000181064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859931,"about_ca_system_score_gemma":0.000824087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004185194,"about_ca_topic_score_gemma":0.00000572622,"domain_scores_codex":[0.9982148,0.0004062795,0.0008483939,0.0001018481,0.0003091768,0.0001194318],"domain_scores_gemma":[0.9917144,0.004382424,0.002160785,0.0001305223,0.001484711,0.0001272156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01818231,0.001732882,0.837001,0.00007251403,0.001930159,0.0004333105,0.006099471,0.000007743051,0.008692771,0.0002208748,0.01029353,0.1153335],"study_design_scores_gemma":[0.01424869,0.0542653,0.705478,0.00151907,0.001309774,0.000174675,0.008339227,0.000002277154,0.006119004,0.0001261335,0.2082866,0.0001312996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772123,0.001066182,0.0003555658,0.005286056,0.0004129199,0.0001344232,0.00001204911,0.000003824785,0.01551671],"genre_scores_gemma":[0.9875346,0.004882934,0.006516627,0.0004569153,0.0004154786,0.0000013428,0.000001964648,0.000009379999,0.0001807517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197993,"threshold_uncertainty_score":0.9982901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310751402155978,"score_gpt":0.6076786427909732,"score_spread":0.3766035025753753,"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."}}