{"id":"W4388672606","doi":"10.1089/derm.2023.0261","title":"Efficacy and Safety of Tralokinumab in Real Life: Possible Predictive Rapid Response Factors","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Retrospective cohort study; Internal medicine; Affect (linguistics); Disease; Severity of illness","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":[0.005305042,0.0004171493,0.0005519481,0.0002852918,0.0001951945,0.0009621452,0.0003312932,0.0004526316,0.003588525],"category_scores_gemma":[0.008419783,0.0001465618,0.0007833977,0.0003759705,0.0003477852,0.0006243075,0.0002659324,0.0006872136,0.0005383572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456248,"about_ca_system_score_gemma":0.0004326234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000172995,"about_ca_topic_score_gemma":0.0001355964,"domain_scores_codex":[0.9967049,0.001716957,0.0003154549,0.0004602433,0.0006393791,0.000163074],"domain_scores_gemma":[0.9859709,0.006068987,0.005980187,0.0008258754,0.000828572,0.0003255043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05753706,0.003143956,0.7748592,0.00186399,0.001486854,0.0005231696,0.0003193903,0.00397127,0.0182445,0.0003190917,0.001121092,0.1366104],"study_design_scores_gemma":[0.001521995,0.03600274,0.9227709,0.0002424835,0.001790694,0.002716152,0.0001425344,0.0124437,0.01631873,0.0004877194,0.005474556,0.00008780604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896932,0.005922913,0.00209677,0.0001824502,0.00004149618,0.000175611,0.0005897782,0.00003637687,0.001261365],"genre_scores_gemma":[0.9988142,0.0001948462,0.0004734931,0.00005596414,0.00002622321,0.0000558615,0.000207936,0.000003737865,0.0001677987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005305042,"threshold_uncertainty_score":0.02805603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710195013129611,"score_gpt":0.2796404306827583,"score_spread":0.2625384805514622,"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."}}