{"id":"W4406556629","doi":"10.1016/s1877-7848(24)49786-4","title":"10.1016/s1877-7848(24)49786-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000469812,0.0001140914,0.0001743728,0.0000852073,0.00008125129,0.00001529564,0.00007743684,0.0001142707,0.9987679],"category_scores_gemma":[0.00002673745,0.00009608356,0.00008075129,0.0002309808,0.0000432638,0.00004410698,0.00001573845,0.0001995451,0.9972835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325674,"about_ca_system_score_gemma":0.000051206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144922,"about_ca_topic_score_gemma":6.105827e-8,"domain_scores_codex":[0.9992218,0.00001871586,0.0001642784,0.0001881842,0.0001603789,0.0002466564],"domain_scores_gemma":[0.9993634,0.00003065808,0.00001490671,0.0002968021,0.00004469561,0.0002495259],"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":[0.0001508255,0.0001681309,4.686904e-7,0.000004940946,0.0002350731,0.00007043636,0.00003933078,0.00002060337,0.0006458773,0.000007558238,0.7747552,0.2239016],"study_design_scores_gemma":[0.0006446869,0.0002750781,0.0001341485,0.00003890711,0.0003893176,0.00008342398,0.000001607424,0.0001325855,0.0002034731,0.00001997956,0.997956,0.0001207353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001463902,0.00009319367,0.00000110185,0.002458603,0.000003358707,0.0002282649,0.000013044,0.0001793085,0.9955592],"genre_scores_gemma":[0.000545268,8.744689e-7,0.0001213527,0.0001780109,0.0001888348,0.00001996435,0.0000541769,0.00002460742,0.9988669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2237808,"threshold_uncertainty_score":0.3918174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005811855536142735,"score_gpt":0.1873709416488451,"score_spread":0.1815590861127024,"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."}}