{"id":"W2128266521","doi":"10.1027/0838-1925.18.3.92","title":"Requirements for Physician Training in Allergy","year":2006,"lang":"en","type":"article","venue":"Allergy & Clinical Immunology International - Journal of the World Allergy Organization","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Allergy; Medical education; Medicine; Family medicine; Psychology; Immunology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0105135,0.0009280894,0.001149078,0.003622511,0.003552791,0.002547602,0.001916116,0.005714053,0.179679],"category_scores_gemma":[0.03645901,0.0008652424,0.001357072,0.001010339,0.0008581958,0.001401911,0.004832345,0.003079052,0.07449944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204505,"about_ca_system_score_gemma":0.02115126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436477,"about_ca_topic_score_gemma":0.01347854,"domain_scores_codex":[0.9880114,0.002519308,0.001105544,0.0006816153,0.004183387,0.003498624],"domain_scores_gemma":[0.8807487,0.01427205,0.005254222,0.003732131,0.02332089,0.07267207],"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":[0.0007243803,0.002180788,0.02326864,0.001748989,0.0000437991,0.002915648,0.001280752,0.001365158,0.01080836,0.005936789,0.7138035,0.2359232],"study_design_scores_gemma":[0.0003432362,0.001656375,0.1987346,0.00167274,0.00002780835,0.007078524,0.002037016,0.001127324,0.001249829,0.002802248,0.7831706,0.00009978592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0967391,0.00942209,0.01034009,0.3064735,0.03243447,0.007991728,0.00465899,0.003736489,0.5282037],"genre_scores_gemma":[0.3706517,0.0117816,0.03722611,0.1384938,0.0207126,0.01109799,0.00619772,0.0013258,0.4025126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.179679,"threshold_uncertainty_score":0.6010861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457709627560395,"score_gpt":0.3653016928636469,"score_spread":0.320724596588043,"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."}}