{"id":"W2149312722","doi":"10.1186/1824-7288-37-53","title":"DRACMA one year after: Which changes have occurred in diagnosis and treatment of CMA in Italy?","year":2011,"lang":"en","type":"article","venue":"˜The œItalian Journal of Pediatrics/Italian journal of pediatrics","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"","keywords":"Medicine; Guideline; Intensive care medicine; Pediatrics; Position paper; Pathology","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":[0.001944833,0.000465167,0.001377635,0.002764757,0.00007547477,0.00006772621,0.0005618464,0.0003208078,0.0002278943],"category_scores_gemma":[0.0006214316,0.0003412658,0.0004815415,0.001957706,0.0002327456,0.0004789018,0.0001027175,0.001038014,0.00001100762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379454,"about_ca_system_score_gemma":0.00072714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010726,"about_ca_topic_score_gemma":0.001076169,"domain_scores_codex":[0.9951358,0.0003469588,0.002099038,0.0003114957,0.001374132,0.0007325814],"domain_scores_gemma":[0.9953927,0.000452617,0.001820966,0.0004038276,0.001211323,0.0007185875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002420442,0.002680074,0.9726355,0.0003952319,0.00020999,0.002196714,0.007236638,0.00001506808,0.00005258398,0.00002876709,0.001475659,0.01065332],"study_design_scores_gemma":[0.01588085,0.02591183,0.9381683,0.0006455824,0.001104561,0.001335647,0.01139255,0.00002809455,0.0006307869,0.0009415443,0.003093138,0.000867059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756591,0.02131519,0.0000242777,0.001534545,0.0006039345,0.0003913808,0.00007185594,0.000005507387,0.0003942],"genre_scores_gemma":[0.9708521,0.02574243,0.0009080174,0.00005622275,0.00218276,0.00001168246,0.000004192811,0.00006005305,0.000182569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03446715,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942018239470773,"score_gpt":0.2845012475838434,"score_spread":0.2350810651891357,"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."}}