{"id":"W4408116355","doi":"10.1016/j.cnur.2025.01.007","title":"Precision Health","year":2025,"lang":"en","type":"review","venue":"Nursing Clinics of North America","topic":"Birth, Development, and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004933582,0.00043052,0.004032804,0.00047896,0.0001345096,0.000009468986,0.0002764816,0.0002986916,0.0000351225],"category_scores_gemma":[0.0004776317,0.0003605994,0.0006733252,0.001014378,0.000218801,0.00003028009,0.00004639546,0.0009711471,0.0000667993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004259025,"about_ca_system_score_gemma":0.009114074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002989497,"about_ca_topic_score_gemma":0.0000109544,"domain_scores_codex":[0.9960571,0.0002278089,0.002079694,0.0006291625,0.0004801198,0.0005260956],"domain_scores_gemma":[0.9962893,0.0006307912,0.001682836,0.0008017866,0.000199679,0.0003956305],"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":[0.00003436476,0.0003537134,0.0001990974,0.04098296,0.00008898932,0.000004075348,0.0001309695,1.548538e-7,9.771305e-10,0.0001199865,0.01400464,0.9440811],"study_design_scores_gemma":[0.0003136515,0.0006735387,0.0006600264,0.1159032,0.0004983955,0.00001673634,0.00001667793,0.000003891532,1.651995e-8,0.0002372768,0.8814725,0.0002041143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003868608,0.9895854,0.0004724129,0.0006955701,0.001284516,0.001382726,0.00009305147,0.00008044885,0.006401992],"genre_scores_gemma":[0.000003505901,0.9870714,0.01020386,0.001486342,0.0002422566,0.00002328317,0.0006321062,0.00005603125,0.0002811994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9438769,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385026924494329,"score_gpt":0.4632982436392524,"score_spread":0.3794479743943091,"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."}}