{"id":"W4408509022","doi":"10.1188/25.cjon.e47-e51","title":"Updating the Carboplatin Hypersensitivity Protocol: Two Case Studies","year":2025,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Miller Group (Canada); Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Carboplatin; Protocol (science); Hypersensitivity reaction; Internal medicine; Chemotherapy; Pathology; Cisplatin; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.002999699,0.0001314702,0.0007475467,0.000140893,0.0002698958,0.00001230921,0.00008168678,0.0001536508,0.00000244842],"category_scores_gemma":[0.004695577,0.00008258059,0.0003136531,0.000272944,0.0006886608,0.00009751177,0.00004371861,0.001483008,0.000005775133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442743,"about_ca_system_score_gemma":0.001172277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005533955,"about_ca_topic_score_gemma":0.00001450719,"domain_scores_codex":[0.9975539,0.0006859136,0.001188657,0.0001708694,0.000173518,0.0002271653],"domain_scores_gemma":[0.9943492,0.003974691,0.0007364822,0.0002318033,0.0005727243,0.0001351368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002702494,0.001120414,0.003706742,0.00004065883,0.0006932521,0.01205653,0.0007189719,0.00003948129,0.001307708,0.0005478128,0.001624886,0.9778733],"study_design_scores_gemma":[0.04776073,0.004165954,0.09450904,0.01073035,0.008343616,0.4202099,0.1281916,0.0024947,0.002252188,0.006649977,0.27396,0.000731932],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175412,0.0001669537,0.0003741687,0.0464779,0.00485711,0.01342325,0.000001710197,0.00004859794,0.1171091],"genre_scores_gemma":[0.9933715,0.00001599042,0.003481629,0.001721415,0.001001153,0.0002396131,2.672679e-7,0.00001247924,0.0001559438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771414,"threshold_uncertainty_score":0.6443017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720780046322763,"score_gpt":0.5870265583984963,"score_spread":0.41494855376622,"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."}}