{"id":"W4405168730","doi":"10.1186/s13223-024-00931-6","title":"Urticaria","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of Manitoba; University of British Columbia; McGill University Health Centre","funders":"","keywords":"Dermatology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002437278,0.0007498437,0.0009858847,0.001691124,0.0003878154,0.001000508,0.0005133912,0.0008937475,0.005508433],"category_scores_gemma":[0.0007666394,0.0001367814,0.0004749276,0.001272668,0.000434257,0.0007981251,0.0005879376,0.001123219,0.00308366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353537,"about_ca_system_score_gemma":0.000650811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008873673,"about_ca_topic_score_gemma":0.001452114,"domain_scores_codex":[0.9996753,0.00005958827,0.00004640345,0.00005386983,0.0001264858,0.00003842589],"domain_scores_gemma":[0.9997627,0.00009421881,0.00004797535,0.00000997113,0.00006421213,0.00002078348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005769536,0.000082834,0.0009004405,0.01528639,0.0001214158,0.001116132,0.000111841,0.0001228622,0.001880199,0.002609066,0.06617536,0.9115358],"study_design_scores_gemma":[0.00002228514,0.00006532174,0.002784808,0.005656054,0.0001295765,0.02041345,0.0001245054,0.00006540558,0.0005453182,0.001471446,0.968702,0.00001988932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004158323,0.9919463,0.0002324942,0.0003654145,0.0003952413,0.0000132217,0.0000535225,0.00002419669,0.006553779],"genre_scores_gemma":[0.006764111,0.9883919,0.0002831465,0.0008680412,0.0005030106,0.00001450921,0.0001392465,0.000004980021,0.003031075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005508433,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05060111481802371,"score_gpt":0.3961454121737868,"score_spread":0.3455442973557631,"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."}}