{"id":"W4231073653","doi":"10.1007/978-3-319-59680-8_126","title":"Porphyria","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Porphyrin Metabolism and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Porphyria; Heme; Porphyrin; Medicine; Enzyme; Fetus; Biochemistry; Chemistry; Dermatology; Pregnancy; Biology; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006745358,0.0002529261,0.0001844781,0.00004092715,0.00003757496,0.00001551457,0.0002165397,0.000423254,0.006157951],"category_scores_gemma":[0.00001384065,0.0002286792,0.000169958,0.000006832268,0.0001276489,8.182142e-7,0.0001392557,0.00008021319,0.001229891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002951077,"about_ca_system_score_gemma":0.00006968504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003976106,"about_ca_topic_score_gemma":0.00001874733,"domain_scores_codex":[0.999133,0.00000527938,0.0001657742,0.000399273,0.0001200804,0.0001766127],"domain_scores_gemma":[0.9992391,0.000002113193,0.00008251591,0.0005216276,0.00006996062,0.00008464763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005712628,0.00001748346,0.00001653233,0.00001899762,0.0001541723,0.00000621924,0.000009826876,3.425719e-7,0.01127902,0.06406987,0.9204299,0.003940505],"study_design_scores_gemma":[0.0001981825,0.00008297948,0.00001864505,0.000007260651,0.00003093496,0.000006764535,0.000003539436,3.909167e-7,0.00298622,0.01122862,0.9851308,0.0003056315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003749405,0.002114487,0.0003107008,0.00003755558,0.0003558671,0.000111561,0.00003893018,0.00002166291,0.9966343],"genre_scores_gemma":[0.00142722,0.0008400441,0.0005579711,0.0008552949,0.001160514,0.000004091561,0.0004500307,0.00005950565,0.9946454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06470093,"threshold_uncertainty_score":0.9995478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831517528483456,"score_gpt":0.2190778854822081,"score_spread":0.2107627101973735,"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."}}