{"id":"W4309157944","doi":"10.1089/jpm.2022.0051","title":"Effectiveness of Training Programs About a Palliative Care Approach: A Systematic Review of Intervention Trials for Health Care Professionals","year":2022,"lang":"en","type":"review","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Psychological intervention; Critical appraisal; Systematic review; Palliative care; Referral; Inclusion (mineral); Health care; Cochrane Library; Coaching; Family medicine; Nursing; Randomized controlled trial; Alternative medicine; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01580744,0.0008152978,0.02190459,0.0008835536,0.00008658947,0.000004998242,0.0005420767,0.0002822641,0.00007922352],"category_scores_gemma":[0.02197876,0.0004699866,0.004040947,0.001130473,0.0003089559,0.00008617373,0.00009652966,0.0010006,3.522494e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281561,"about_ca_system_score_gemma":0.002431198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002991967,"about_ca_topic_score_gemma":0.000002937262,"domain_scores_codex":[0.9808305,0.007491368,0.008844316,0.0004911894,0.001923194,0.0004194225],"domain_scores_gemma":[0.9639053,0.008113973,0.02366558,0.0004903256,0.003543055,0.0002817811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005563237,0.0004280381,0.00005608037,0.8733499,0.004354781,0.00001416249,0.0311319,4.397501e-7,0.00000201918,0.00009696299,0.000140193,0.0898692],"study_design_scores_gemma":[0.004774728,0.00840545,0.00003508256,0.8885589,0.01611837,0.00001811976,0.05528938,0.000001698264,0.00001529211,0.00001901234,0.02651327,0.0002506892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002999053,0.9803265,0.003020023,0.0001068483,0.000602634,0.01537166,0.0004142171,0.00001189149,0.0001162108],"genre_scores_gemma":[0.0004198237,0.9928988,0.003278385,0.00008924425,0.000393711,0.001569709,0.001217937,0.00009566011,0.00003679362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08961851,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5389430643299269,"score_gpt":0.5932727492332329,"score_spread":0.05432968490330603,"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."}}