{"id":"W4404808071","doi":"10.1370/afm.22.s1.6512","title":"Comparison of the sustainability of the impact of healthcare professionals′ training in two approaches to serious illness con","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Health professionals; Health care; Training (meteorology); Nursing; Psychology; Business; Medicine; Economics; Economic growth; Geography","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":[0.006156728,0.0007429598,0.001381354,0.0006344136,0.0005831192,0.0007643084,0.0008842629,0.001520714,0.004270209],"category_scores_gemma":[0.0127165,0.000503781,0.002043627,0.0006424546,0.001243905,0.001123701,0.001001594,0.001546897,0.0002289841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888591,"about_ca_system_score_gemma":0.003321206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005178153,"about_ca_topic_score_gemma":0.008525503,"domain_scores_codex":[0.9922019,0.004908531,0.0008322968,0.0005792279,0.0006862999,0.000791733],"domain_scores_gemma":[0.9911367,0.005197705,0.001564443,0.0004305588,0.000373711,0.001296944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8443931,0.06446269,0.004433033,0.001702352,0.002353696,0.00004187469,0.0006454904,0.001035337,0.001784759,0.0003054854,0.0003362506,0.07850588],"study_design_scores_gemma":[0.3679319,0.5795805,0.04519033,0.0002707349,0.002397687,0.00002071577,0.0003622461,0.001229851,0.001758968,0.000373613,0.0008380137,0.0000453236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955431,0.001023454,0.0002810883,0.0001373932,0.0001257739,0.001862571,0.000106449,0.00001315136,0.0009070073],"genre_scores_gemma":[0.9943116,0.0005811779,0.001196326,0.0001219942,0.0001194507,0.003011381,0.0001491319,0.000004579397,0.0005043566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006156728,"threshold_uncertainty_score":0.03256029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5346373559246778,"score_gpt":0.5999541118080806,"score_spread":0.0653167558834028,"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."}}