{"id":"W6944370847","doi":"10.17632/5wksxskj53","title":"First-line Therapy Response in Patients with Pyoderma Gangrenosum: A Retrospective Cohort Study","year":2023,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Retrospective cohort study; Pyoderma; Cohort study; Cohort; Selection (genetic algorithm)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003542452,0.0007691177,0.001575448,0.001748422,0.00054694,0.00150263,0.001639773,0.001131658,0.02870342],"category_scores_gemma":[0.0190092,0.0009579865,0.001714193,0.004009522,0.0002695858,0.0009757092,0.001439483,0.001716529,0.008000606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230278,"about_ca_system_score_gemma":0.002137325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01487799,"about_ca_topic_score_gemma":0.01840196,"domain_scores_codex":[0.9966111,0.0006977928,0.0008953059,0.0008910593,0.0005625404,0.0003421757],"domain_scores_gemma":[0.9894446,0.003229374,0.00253006,0.00275175,0.001589998,0.0004542353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008292642,0.0003085328,0.1384227,0.00508386,0.003231557,0.0003370124,0.0002159782,0.001388133,0.0005181896,0.001719619,0.8193516,0.02113027],"study_design_scores_gemma":[0.01082258,0.0006938415,0.5537687,0.005609089,0.003924807,0.001593339,0.0005809827,0.002770989,0.001020476,0.002933004,0.4159115,0.0003706001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01299656,0.0006444568,0.0005031027,0.0001998102,0.00007518299,0.0001916883,0.9839829,0.00008933115,0.001316924],"genre_scores_gemma":[0.04316787,0.0007937618,0.002083956,0.0005793688,0.00009518153,0.002101049,0.9481202,0.0001853412,0.002873254],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02870342,"threshold_uncertainty_score":0.09602249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561256114334304,"score_gpt":0.3128457339605233,"score_spread":0.2672331728171802,"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."}}