{"id":"W3128245720","doi":"10.1016/j.abdp.2020.05.020","title":"10.1016/j.abdp.2020.05.020","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":"Medicine; Dermatology; Prurigo; Intensive care medicine","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":[0.00003888304,0.0001038786,0.0001601091,0.00005111416,0.00007077859,0.00001368983,0.0000701493,0.00009809016,0.9991992],"category_scores_gemma":[0.00002487392,0.00008758337,0.00007804797,0.0002292367,0.00003744744,0.00003453105,0.0000150268,0.0001776988,0.9975253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002888725,"about_ca_system_score_gemma":0.00004705105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008123531,"about_ca_topic_score_gemma":5.069184e-8,"domain_scores_codex":[0.9993153,0.00001649519,0.0001488864,0.0001770165,0.0001251292,0.0002171614],"domain_scores_gemma":[0.9994253,0.00002687195,0.00001338921,0.0002579445,0.00003893971,0.0002375613],"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":[0.0001061264,0.0001167519,1.72279e-7,0.000003679681,0.000189743,0.0000994886,0.00003130002,0.00001702165,0.000679859,0.000005010218,0.7983299,0.2004209],"study_design_scores_gemma":[0.0005895871,0.000291406,0.00004196263,0.00003365119,0.0003796485,0.0001455564,0.00000145178,0.0001777688,0.0001555132,0.00001523962,0.9980593,0.0001088748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001208564,0.00007770663,8.727435e-7,0.003326687,0.00000251178,0.000207968,0.00001642545,0.0001640242,0.9949952],"genre_scores_gemma":[0.0005860603,7.794492e-7,0.00009280928,0.0002112554,0.0002174388,0.00001745619,0.00006761711,0.00002254841,0.998784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.200312,"threshold_uncertainty_score":0.3571546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004800282724046244,"score_gpt":0.1878506300888908,"score_spread":0.1830503473648446,"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."}}