{"id":"W2804289427","doi":"10.1093/ndt/gfy104.fp377","title":"FP377NOVEL RISK-BASED THRESHOLDS FOR BONE MINERAL BIOMARKERS IN ADVANCED CKD","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Bone mineral; Internal medicine; Intensive care medicine; Osteoporosis","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":[0.005849009,0.0004709126,0.0006485185,0.001181802,0.0002240331,0.001133592,0.001292723,0.0006367976,0.002163579],"category_scores_gemma":[0.02020993,0.0003321819,0.0008166431,0.0006269675,0.0005862935,0.0005164103,0.0009549168,0.0005983203,0.0003558623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127526,"about_ca_system_score_gemma":0.001468728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209002,"about_ca_topic_score_gemma":0.005416003,"domain_scores_codex":[0.997794,0.0009922308,0.0001400402,0.0004188909,0.0005518153,0.0001030126],"domain_scores_gemma":[0.9956701,0.00291608,0.0005330248,0.0003114691,0.0005014783,0.00006789665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009926391,0.0002527677,0.2567547,0.0004613894,0.0006256667,0.00052128,0.0003183453,0.5377961,0.00414283,0.0153072,0.003468229,0.1793589],"study_design_scores_gemma":[0.00006872725,0.0002684759,0.05697639,0.0000844992,0.00005841412,0.0005213295,0.00006125835,0.9207711,0.00229669,0.01627597,0.0025745,0.00004264581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2881483,0.0009018867,0.7002349,0.000689139,0.00006690301,0.000370826,0.002411138,0.001496904,0.005679924],"genre_scores_gemma":[0.8594722,0.0001536725,0.1377057,0.0001165757,0.00002380489,0.0002428231,0.001147725,0.00006844509,0.001069106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01209002,"threshold_uncertainty_score":0.03093284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193768630130604,"score_gpt":0.2708416071192556,"score_spread":0.2589039208179496,"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."}}