{"id":"W3006883271","doi":"10.1093/jcag/gwz047.165","title":"A166 ANALYSIS OF SYMPTOMS, DIAGNOSTIC PATTERNS, AND CANADIAN PROVIDER PERSPECTIVE OF ACUTE HEPATIC PORPHYRIA","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Porphyrin Metabolism and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Porphyria; Acute intermittent porphyria; Abdominal pain; Referral; Medical history; Internal medicine; Pediatrics; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002958823,0.00009727125,0.0004141251,0.0002491695,0.00003759176,0.000006469279,0.0002335029,0.0001107877,0.0000234562],"category_scores_gemma":[0.0007757954,0.00008283083,0.0002358046,0.0001856946,0.00007040846,0.000007839199,0.0000311774,0.0001136951,1.684299e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418363,"about_ca_system_score_gemma":0.0005555032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1300812,"about_ca_topic_score_gemma":0.8526587,"domain_scores_codex":[0.9988617,0.0002065625,0.0004306006,0.0001174136,0.0001647054,0.0002190529],"domain_scores_gemma":[0.9981458,0.00003727231,0.0009864498,0.0001283991,0.0004223537,0.0002797456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008412589,0.00001603595,0.9932454,0.00001286567,0.002489069,0.000003146433,0.0002738268,0.0001598413,0.00252963,0.00005225153,0.001101198,0.00003264425],"study_design_scores_gemma":[0.0008339321,0.0005573632,0.995434,0.00001291544,0.001649949,0.000007045597,0.000234366,0.00007032086,0.0007441604,0.00004916845,0.0003540628,0.000052715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992025,0.0001434908,0.0000567719,0.007059175,0.0001129025,0.00009339159,0.0004530959,4.767495e-7,0.00005573307],"genre_scores_gemma":[0.9982718,0.0001451159,0.00005160234,0.001431094,0.00005141752,0.000001167666,0.00001954738,0.000007467656,0.00002078142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7225775,"threshold_uncertainty_score":0.8757117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003492971452166284,"score_gpt":0.2060421389722013,"score_spread":0.202549167520035,"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."}}