{"id":"W4407602212","doi":"10.26443/ijwpc.v12i1.581","title":"Wisdom to Not Intervene","year":2025,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Engineering ethics; Traditional medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330547,0.00008138923,0.0001571911,0.0004120095,0.00003579948,0.0000438802,0.0006259708,0.00006976039,0.0005947922],"category_scores_gemma":[0.0001226184,0.00007253587,0.0001572686,0.0001010771,0.00004882202,0.00006281456,0.00006352612,0.0002989604,0.0001843202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672269,"about_ca_system_score_gemma":0.00007991739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009296989,"about_ca_topic_score_gemma":0.00004061261,"domain_scores_codex":[0.9990562,0.00008348662,0.0002403657,0.0001373843,0.0003228308,0.00015973],"domain_scores_gemma":[0.9988257,0.00007622356,0.00009261326,0.0001265732,0.0007983713,0.00008051524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002392006,0.000271978,0.05425622,0.00003495192,0.001951142,0.001139424,0.1344556,0.0000929901,0.001665822,0.006899992,0.2140948,0.5827451],"study_design_scores_gemma":[0.006806384,0.001322947,0.1292839,0.0011463,0.0001570263,0.0006455432,0.597164,0.00003931463,0.004033703,0.0003355687,0.2585815,0.0004836851],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937594,0.001613094,0.003149932,0.03222953,0.006526325,0.00008234597,0.00006273646,0.00001831842,0.06255837],"genre_scores_gemma":[0.9858577,0.000001801802,0.0002480871,0.001811025,0.0003983553,0.000003682194,0.000006207244,0.000007230316,0.01166587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5822614,"threshold_uncertainty_score":0.6512558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433878953273068,"score_gpt":0.4371724817440273,"score_spread":0.3937845864167205,"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."}}