{"id":"W3200561142","doi":"10.3389/fmed.2021.703305","title":"Primary Hyperoxaluria Type 1 Disease Manifestations and Healthcare Utilization: A Multi-Country, Online, Chart Review Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alnylam Pharmaceuticals","keywords":"Medicine; Kidney disease; Disease; Kidney stones; Primary hyperoxaluria; Health care; Urinary system; Internal medicine; Pediatrics; Intensive care medicine; Emergency medicine; Kidney","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":[0.002369959,0.0003634525,0.0007948599,0.004338887,0.0007522334,0.001583797,0.0006083063,0.0005417792,0.002153157],"category_scores_gemma":[0.007930769,0.0004999666,0.0008696015,0.008140124,0.0005115555,0.00134317,0.001426943,0.0005588076,0.0004174171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890852,"about_ca_system_score_gemma":0.002457577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078795,"about_ca_topic_score_gemma":0.02162212,"domain_scores_codex":[0.9964989,0.0009526048,0.0008233999,0.0006986209,0.0006552475,0.0003712535],"domain_scores_gemma":[0.980093,0.003141426,0.01258591,0.0006166754,0.002319559,0.001243426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006347348,0.0000347229,0.9967914,0.0001567745,0.000076622,0.0001587728,0.0005475669,0.00002617438,0.00004654243,0.0000187032,0.0006839829,0.001395183],"study_design_scores_gemma":[0.00001945107,0.00009039418,0.9966632,0.0001411251,0.00006697541,0.0004910252,0.001393622,0.0001311571,0.00004225702,0.00001386084,0.0009326164,0.00001430837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862158,0.001984284,0.0002563627,0.0001696923,0.0000125018,0.0002453231,0.01018688,0.00001459672,0.0009145278],"genre_scores_gemma":[0.9939376,0.001181517,0.0003038798,0.0001492078,0.00002539589,0.0002434953,0.003974201,0.000009192519,0.0001754659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02078795,"threshold_uncertainty_score":0.04133391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968957795743393,"score_gpt":0.3703878437293342,"score_spread":0.3006982657719003,"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."}}