{"id":"W4408867712","doi":"10.1097/ajn.0000000000000051","title":"My First Code Blue","year":2025,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Sick child; Code (set theory); Value (mathematics); Computer science; Psychology; Medicine; Programming language; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006634566,0.00008330097,0.0002612994,0.0001919266,0.0004323189,0.00007072274,0.0003776211,0.00003357747,0.00007362588],"category_scores_gemma":[0.0003214505,0.00008048629,0.0001103383,0.0007602452,0.001097887,0.0002093437,0.00001329964,0.0002221488,0.000009632035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758908,"about_ca_system_score_gemma":0.0004718793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003596557,"about_ca_topic_score_gemma":0.0001472689,"domain_scores_codex":[0.9987365,0.0001594972,0.0003314488,0.0001030247,0.0003750121,0.0002945035],"domain_scores_gemma":[0.9989133,0.0002836461,0.0003609381,0.0001208543,0.0001865516,0.0001346435],"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":[0.000127141,0.0003024062,0.02419816,0.00001007376,0.0001139581,0.0000902043,0.07175785,0.0002635169,0.0001856828,0.01251619,0.06237309,0.8280618],"study_design_scores_gemma":[0.0007065995,0.0003733077,0.03037579,0.001671779,0.0001720645,0.00006596569,0.3070932,0.0000725415,0.0004143873,0.006135183,0.6525263,0.000392961],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8202795,0.0005143548,0.006225999,0.03296086,0.00405773,0.0001166638,0.000003954682,0.00004592339,0.1357951],"genre_scores_gemma":[0.9961072,0.0000914281,0.001981262,0.0007448908,0.0002917632,6.65851e-7,2.402867e-7,0.000008647661,0.0007739578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8276688,"threshold_uncertainty_score":0.4045212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448300785709525,"score_gpt":0.3553568344482131,"score_spread":0.3308738265911179,"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."}}