{"id":"W2149321039","doi":"10.1111/hdi.12010","title":"Phosphorus, phosphorous, and phosphate","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phosphate; Phosphorus; Measure (data warehouse); Medicine; Liter; Chemistry; Endocrinology; Biochemistry; Computer science; Organic chemistry; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016585,0.000129255,0.0001876134,0.0000762848,0.00005638277,0.00002391974,0.00005706124,0.00005428071,0.0002248308],"category_scores_gemma":[0.00004134978,0.0001104461,0.00009268759,0.00009404159,0.0000448264,0.0001666277,0.00004663157,0.00007186047,0.0002431006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006911608,"about_ca_system_score_gemma":0.0000213409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006863716,"about_ca_topic_score_gemma":0.000001428248,"domain_scores_codex":[0.9991606,0.00001004496,0.0001645745,0.00017767,0.0002623373,0.0002247756],"domain_scores_gemma":[0.9995306,0.0000244115,0.00005371332,0.0001465505,0.00005991365,0.000184813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001658548,0.0005463213,0.9681149,0.000002230659,0.0004822611,0.00001483682,0.0003047833,0.000001530325,0.0003932384,0.002400023,0.01419765,0.01337636],"study_design_scores_gemma":[0.004872133,0.00008856464,0.7330478,0.00001320712,0.0004257532,0.0001882401,0.0001306896,0.0007757403,0.0118351,0.0004180018,0.2479119,0.0002929035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468333,0.01927882,0.0003077638,0.0008163693,0.0004746412,0.0001426361,0.00001699132,0.00005257532,0.03207687],"genre_scores_gemma":[0.9929975,0.00142354,0.001507361,0.0007054426,0.0002001009,0.0000270515,0.00009479831,0.00001503915,0.0030292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2350671,"threshold_uncertainty_score":0.4503863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492363801971653,"score_gpt":0.2804842243956127,"score_spread":0.2655605863758962,"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."}}