{"id":"W4300166872","doi":"10.1111/jdv.18632","title":"Development and validation of <scp>IHS4</scp>‐55, an <scp>IHS4</scp> dichotomous outcome to assess treatment effect for hidradenitis suppurativa","year":2022,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hidradenitis suppurativa; Medicine; Outcome (game theory); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857725,0.0003237806,0.001070146,0.0003566726,0.0003129446,0.00001219224,0.0002990296,0.0001468119,0.0000104546],"category_scores_gemma":[0.0004824332,0.0002176392,0.0001952378,0.0001886086,0.0002463647,0.0001559514,0.0002124313,0.000444567,0.000003922577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047797,"about_ca_system_score_gemma":0.0001185702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003628211,"about_ca_topic_score_gemma":0.00000196623,"domain_scores_codex":[0.996089,0.001889921,0.001067565,0.0002971171,0.0002894067,0.0003669323],"domain_scores_gemma":[0.997297,0.001283359,0.000914834,0.0001691092,0.00008125509,0.0002544291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004526803,0.001092423,0.9430874,0.0004147808,0.001690062,0.006033673,0.009683441,0.00002373454,0.02242026,0.001017792,0.001713625,0.01237012],"study_design_scores_gemma":[0.01542659,0.003459896,0.1829614,0.0001952824,0.001884096,0.4228322,0.002096423,0.00006669561,0.3185783,0.0005269161,0.0517817,0.00019054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930984,0.0006564369,0.0002131509,0.004376343,0.0002634109,0.0007236261,0.00004483238,0.00001433565,0.0006094335],"genre_scores_gemma":[0.9974346,0.00008804251,0.001637136,0.0001140304,0.0000961964,0.00003730721,0.00002532282,0.00004234836,0.0005250871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.760126,"threshold_uncertainty_score":0.887507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05331564288036937,"score_gpt":0.3282484388344554,"score_spread":0.274932795954086,"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."}}