{"id":"W4416838707","doi":"10.70385/001c.151598","title":"Certification for Life Care Planning Practice","year":2025,"lang":"en","type":"article","venue":"Journal of Life Care Planning","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Credential; Planner; Certification and Accreditation; Practice nurse; Health care","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":[0.006734089,0.0002451586,0.0001683122,0.001238844,0.003910133,0.002354558,0.001463116,0.001647788,0.07054598],"category_scores_gemma":[0.03023714,0.0001984243,0.0002872742,0.0006974818,0.001220126,0.001311349,0.003299327,0.002182734,0.008071915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004605367,"about_ca_system_score_gemma":0.04268984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03368147,"about_ca_topic_score_gemma":0.08302905,"domain_scores_codex":[0.9937754,0.001485348,0.0002540575,0.0002500353,0.00281115,0.00142402],"domain_scores_gemma":[0.9718051,0.003600647,0.001574847,0.001243954,0.009704731,0.01207069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066951,0.0004549278,0.03520002,0.0002744336,0.000004941473,0.0008619563,0.00268287,0.0004240226,0.001217462,0.05358845,0.4471958,0.4579884],"study_design_scores_gemma":[0.00009149045,0.0004000016,0.09437512,0.001782738,0.00001113827,0.003195245,0.006182992,0.00197299,0.001593988,0.01157376,0.8787534,0.00006714978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05953693,0.002314084,0.01795897,0.05239085,0.002206669,0.002158978,0.0006185097,0.0009786767,0.8618363],"genre_scores_gemma":[0.6940017,0.002042002,0.0375715,0.008913911,0.0006007919,0.001127466,0.001475414,0.0001620084,0.2541051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07054598,"threshold_uncertainty_score":0.2359998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150123864999536,"score_gpt":0.5035976456343537,"score_spread":0.3885852591344001,"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."}}