{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001545669,0.0001040776,0.0003100153,0.0002595455,0.00004446164,0.000005557195,0.00005118558,0.00009925363,0.00011312],"category_scores_gemma":[0.0005296301,0.00009228313,0.00004725256,0.0003431333,0.0001446359,0.00008944611,0.00003085691,0.0001115356,0.00002216232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092384,"about_ca_system_score_gemma":0.0001273617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004510389,"about_ca_topic_score_gemma":0.00001058118,"domain_scores_codex":[0.9990536,0.0001684601,0.0002958431,0.0001515166,0.000142324,0.0001882877],"domain_scores_gemma":[0.9990735,0.000530641,0.00005783116,0.0001688839,0.00003084661,0.0001383214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003655286,0.0002159641,0.9385367,0.0002839256,0.0001364873,0.0006832202,0.005973253,0.00002019325,0.0003442403,0.00009918639,0.04853131,0.00152026],"study_design_scores_gemma":[0.003197232,0.0001131569,0.9938253,0.0001569608,0.00004157465,0.00006415595,0.0005165592,0.0002441153,0.0007996827,0.00007261329,0.0008945242,0.00007410179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952821,0.0003115591,0.000009082018,0.001701974,0.00006946782,0.0002928475,0.0001109727,0.00009598,0.002126031],"genre_scores_gemma":[0.998763,0.0006415545,0.00002265648,0.0002973854,0.00001410168,0.00001261623,0.00008691027,0.00001168032,0.0001500737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05528865,"threshold_uncertainty_score":0.3763197,"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."}}