{"id":"W4396993554","doi":"10.1681/asn.20213210s1218a","title":"Role of Current Proposed Algorithm to Guide Osteoporosis Treatment in CKD: A Bone Biopsy Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Osteoporosis; Medicine; Biopsy; Bone biopsy; Current (fluid); Urology; Intensive care medicine; Radiology; Internal medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008973454,0.0007139736,0.0009303059,0.002582505,0.0006275836,0.002746905,0.001504389,0.001139682,0.00225276],"category_scores_gemma":[0.02252634,0.0002432092,0.0006683519,0.0009869072,0.0004645904,0.00159897,0.0008206044,0.0008043319,0.0007384011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520596,"about_ca_system_score_gemma":0.002909298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006845252,"about_ca_topic_score_gemma":0.009932952,"domain_scores_codex":[0.9964336,0.001698626,0.0004763611,0.0003615831,0.0008810051,0.0001487849],"domain_scores_gemma":[0.9884887,0.003468697,0.001550824,0.0005436962,0.005303547,0.000644514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007286472,0.0002782502,0.8534078,0.0002913955,0.0002687335,0.0003279049,0.0001278616,0.003340931,0.0005515053,0.0009146141,0.005633468,0.1341289],"study_design_scores_gemma":[0.0006664264,0.002446525,0.587777,0.002929333,0.001263985,0.006423061,0.001534285,0.3487392,0.002886265,0.008144105,0.03701653,0.0001732382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8239922,0.02897781,0.1033745,0.01526603,0.0008818723,0.002008155,0.002900827,0.001146868,0.02145169],"genre_scores_gemma":[0.9130844,0.002796205,0.08005167,0.001020189,0.0002206938,0.0003893826,0.001540452,0.00006371019,0.0008332785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008973454,"threshold_uncertainty_score":0.04745668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887128036319552,"score_gpt":0.3284336376298223,"score_spread":0.3095623572666267,"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."}}