{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03050383,0.0005787892,0.0006071655,0.002009598,0.0008303777,0.001233686,0.001131366,0.0007090357,0.002372107],"category_scores_gemma":[0.231268,0.0004019089,0.0008147749,0.001020412,0.0008342167,0.001459779,0.001868594,0.001105427,0.0005243879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374193,"about_ca_system_score_gemma":0.003083538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346828,"about_ca_topic_score_gemma":0.002846191,"domain_scores_codex":[0.9425149,0.03816601,0.005647287,0.001005557,0.01175768,0.0009086271],"domain_scores_gemma":[0.6228769,0.2722642,0.04517853,0.01347441,0.03920623,0.006999617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003075122,0.001635222,0.2365587,0.003437232,0.0003028531,0.0007186102,0.003977784,0.001527297,0.004354095,0.0001548255,0.008063253,0.736195],"study_design_scores_gemma":[0.0007638203,0.02154328,0.9342414,0.005365191,0.0004720618,0.004918385,0.003640778,0.004654295,0.006030877,0.0002867234,0.01788406,0.0001991458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683939,0.007402068,0.008673417,0.003191288,0.0008383719,0.002263924,0.0004933712,0.0009193833,0.007824339],"genre_scores_gemma":[0.9680986,0.001397862,0.02706066,0.0008193648,0.000282056,0.0007689472,0.0005379173,0.00005710871,0.0009774967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050383,"threshold_uncertainty_score":0.1613216,"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."}}