{"id":"W2010263277","doi":"10.1007/s00520-014-2134-2","title":"Risk prediction models for chemotherapy-induced nausea and vomiting: almost ready for prime time?","year":2014,"lang":"en","type":"letter","venue":"Supportive Care in Cancer","topic":"Nausea and vomiting management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Nausea; Vomiting; Prime time; Pain medicine; Nursing research; Chemotherapy; Anesthesia; Intensive care medicine; Internal medicine; Anesthesiology; Nursing; Computer science","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":[0.0004222805,0.0004423248,0.0008167632,0.0002541227,0.0001037156,0.00003824113,0.000120387,0.0006959947,0.00006590276],"category_scores_gemma":[0.0001688804,0.0004145853,0.0002004105,0.0001059604,0.00006540363,0.0001080624,0.00004092978,0.0007530255,0.000004467868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470521,"about_ca_system_score_gemma":0.000299848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002178193,"about_ca_topic_score_gemma":0.00004630811,"domain_scores_codex":[0.997554,0.00006379071,0.0005951435,0.0008670058,0.0003221447,0.0005979321],"domain_scores_gemma":[0.9980834,0.000313911,0.0005144354,0.0004074006,0.0005862945,0.00009458781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008803539,0.00004250635,0.004883218,0.002422168,0.0004983832,0.00003100064,0.001008169,0.00001502206,0.0002932857,0.00001521727,0.9699544,0.01995623],"study_design_scores_gemma":[0.008344959,0.001647382,0.001455566,0.001316612,0.001136213,0.00001014041,0.0002630582,0.003958484,0.003169075,0.0005005688,0.9775521,0.0006458822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1822776,0.005097505,0.01356519,0.7130942,0.004475001,0.04671274,0.0184239,0.0009882881,0.01536558],"genre_scores_gemma":[0.2310137,0.002235533,0.003831663,0.6873974,0.02701322,0.01310776,0.01690734,0.0009225634,0.01757083],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04873606,"threshold_uncertainty_score":0.9998306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776605690706288,"score_gpt":0.3360141241961195,"score_spread":0.2882480672890567,"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."}}