{"id":"W2905613731","doi":"10.4317/medoral.22763","title":"Biomarkers to predict the onset of biphosphonate-related osteonecrosis of the jaw: A systematic review","year":2018,"lang":"es","type":"review","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Bone health and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bone remodeling; Cochrane Library; Endocrine system; MEDLINE; Internal medicine; Bioinformatics; Meta-analysis; Biology; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005566529,0.00184138,0.01170636,0.0005367023,0.0004805798,0.00002978781,0.002261178,0.001385304,0.0007088968],"category_scores_gemma":[0.006745989,0.0008571043,0.002306201,0.004214306,0.002735668,0.00009840786,0.0007201469,0.001622033,0.0007489616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954529,"about_ca_system_score_gemma":0.002830665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975418,"about_ca_topic_score_gemma":0.0006526386,"domain_scores_codex":[0.9831711,0.004229935,0.006870362,0.001483676,0.002552562,0.00169237],"domain_scores_gemma":[0.987045,0.001874592,0.004827314,0.004160745,0.0009500563,0.001142319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003194184,0.0008540327,0.008254682,0.9071328,0.004498738,0.0001787513,0.0004079037,8.603506e-8,0.000003115864,0.00006353723,0.06272852,0.01555844],"study_design_scores_gemma":[0.002901,0.00285113,0.002572431,0.8819977,0.03849835,0.00119988,0.0002522647,0.00002203371,0.0000729934,0.0000425682,0.06888468,0.0007049667],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00727001,0.9578623,0.00000621856,0.008743289,0.003262964,0.02145514,0.0009161786,0.0000989514,0.0003849088],"genre_scores_gemma":[0.1000009,0.8928691,0.0001003895,0.004097688,0.00003861702,0.001392406,0.0003368031,0.000221696,0.0009424681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09273089,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380292081521821,"score_gpt":0.3347169799521281,"score_spread":0.3009140591369099,"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."}}