{"id":"W7161995866","doi":"10.82308/52789","title":"Anemia in hidradenitis suppurativa: a retrospective cohort study","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Anemia; Risk factor; Medical screening; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001062027,0.0002509754,0.0004072628,0.0009006175,0.0005229222,0.0007320888,0.000367923,0.00032989,0.001218704],"category_scores_gemma":[0.001962798,0.0004260915,0.0005418584,0.001741508,0.0002686772,0.0004432316,0.0004481161,0.0004428236,0.0001597495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005961742,"about_ca_system_score_gemma":0.0008273303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253919,"about_ca_topic_score_gemma":0.02701936,"domain_scores_codex":[0.9994187,0.0001363607,0.00008058218,0.0001661843,0.00009724544,0.0001010129],"domain_scores_gemma":[0.9988425,0.0001409752,0.0004997942,0.0001774472,0.000161901,0.0001773838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006815237,0.00001526127,0.9990513,0.00002057053,0.00007817061,0.00008601565,0.00006456476,0.00001278919,0.00006690031,0.0000140401,0.00008914756,0.0004331427],"study_design_scores_gemma":[0.00001052992,0.00008018576,0.9989127,0.00002089083,0.00007462077,0.0003260508,0.0001829525,0.0000649561,0.00001732327,0.00001059957,0.0002958331,0.000003360627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966276,0.001286757,0.000135985,0.00005204561,0.00001047817,0.00005169646,0.001477158,0.000003546771,0.0003546837],"genre_scores_gemma":[0.9982401,0.0005679298,0.0001233294,0.00004526901,0.00001330785,0.00003915133,0.0008542019,0.000001860536,0.0001146832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253919,"threshold_uncertainty_score":0.05048823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009300862019512888,"score_gpt":0.3071608798253317,"score_spread":0.2978600178058188,"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."}}