{"id":"W4390333763","doi":"10.1136/spcare-2023-004465","title":"Screening instruments for early identification of unmet palliative care needs: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Palliative care; Medicine; MEDLINE; Systematic review; Meta-analysis; Scopus; Health care; Family medicine; Nursing; Psychological intervention; Internal medicine","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":[0.03705747,0.003861883,0.02382636,0.01374468,0.0009354705,0.004957832,0.002958401,0.002802921,0.003677226],"category_scores_gemma":[0.08753527,0.001775797,0.05153558,0.01129959,0.001242572,0.003331304,0.0026216,0.002220838,0.0002897014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005180952,"about_ca_system_score_gemma":0.008410484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006910478,"about_ca_topic_score_gemma":0.01570453,"domain_scores_codex":[0.974289,0.01294555,0.007270585,0.001741365,0.00311156,0.000641921],"domain_scores_gemma":[0.9410722,0.04648712,0.007614941,0.001227472,0.003177195,0.0004210997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001179546,0.00004271833,0.00417772,0.5895248,0.3861947,0.00008749546,0.0001293978,0.0004995476,0.00009670578,0.0001461585,0.0005257504,0.01739537],"study_design_scores_gemma":[0.0005352018,0.0002411947,0.003723102,0.07863559,0.914724,0.00009050408,0.0000780211,0.0002902831,0.0001149752,0.0002175078,0.001312337,0.0000372195],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003835537,0.9933401,0.0008408141,0.000238368,0.0001199953,0.0008924308,0.0004552083,0.00002943117,0.0002481609],"genre_scores_gemma":[0.1298774,0.8579748,0.005496628,0.0008910798,0.0002351587,0.00432672,0.0009301598,0.00003022311,0.0002378061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03705747,"threshold_uncertainty_score":0.195981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4078997146799694,"score_gpt":0.52530748493482,"score_spread":0.1174077702548507,"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."}}