{"id":"W2413567388","doi":"10.2310/6620.2010.10037","title":"Physician-Patient Agreement in the Assessment of Allergen Relevance","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Clinical significance; Dermatology; Relevance (law); Concordance; Allergy; Internal medicine; Immunology","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":[0.1027785,0.0003627521,0.0005840982,0.002104547,0.0005941151,0.001263629,0.0008974685,0.0007474141,0.001410758],"category_scores_gemma":[0.1923746,0.000292018,0.0007677791,0.0007743329,0.00142828,0.001295798,0.002436205,0.0007754405,0.0005932842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007500491,"about_ca_system_score_gemma":0.0008045906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145927,"about_ca_topic_score_gemma":0.001004789,"domain_scores_codex":[0.8453629,0.1184785,0.01136735,0.005651677,0.01771481,0.001424797],"domain_scores_gemma":[0.6346282,0.2948027,0.03061014,0.01108684,0.02646263,0.002409454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528628,0.0001772336,0.9152956,0.0004968289,0.0003526374,0.000289807,0.01188007,0.001058779,0.002538928,0.0003017922,0.001280185,0.06479945],"study_design_scores_gemma":[0.00009727049,0.001621964,0.9695322,0.0003518588,0.0002104699,0.002149444,0.004932259,0.00799853,0.006112625,0.001365011,0.005509632,0.00011876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768407,0.001880501,0.01380386,0.0005630826,0.0001289653,0.0003310819,0.0002584104,0.000114026,0.006079294],"genre_scores_gemma":[0.9965985,0.0001461547,0.002796063,0.00007882704,0.00003328109,0.0000646349,0.00008435432,0.00001251376,0.0001856578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027785,"threshold_uncertainty_score":0.543551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029285428706085,"score_gpt":0.2735886924311137,"score_spread":0.2632958381440528,"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."}}