{"id":"W1562431282","doi":"10.1007/978-94-007-7569-5_6","title":"Bone Biomarkers in Research and Clinical Practice","year":2013,"lang":"en","type":"book-chapter","venue":"Cancer metastasis","topic":"Bone health and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bone remodeling; Medicine; Osteoporosis; Disease; Clinical trial; Bone disease; Clinical Practice; Intensive care medicine; Bioinformatics; Pathology; Internal medicine; Physical therapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001565873,0.0002586813,0.0008253998,0.0003974588,0.00006970042,0.00002354281,0.00006072335,0.0004071228,0.001529375],"category_scores_gemma":[0.0004680809,0.0002136408,0.0001128617,0.0001053281,0.0003390267,0.0001030282,0.00008623982,0.00109151,0.0004093876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498077,"about_ca_system_score_gemma":0.0007269383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256055,"about_ca_topic_score_gemma":0.00047782,"domain_scores_codex":[0.9975663,0.0001221468,0.0006889522,0.0006254393,0.000550145,0.0004469899],"domain_scores_gemma":[0.997669,0.0007298167,0.0002092251,0.0004761281,0.0003936904,0.0005221069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002092887,0.0003697295,0.003695904,0.0005475644,0.002565465,0.001280898,0.00008014325,2.380066e-8,0.000003014387,0.003921442,0.08140586,0.9040371],"study_design_scores_gemma":[0.002766532,0.0006698093,0.006266974,0.0006724107,0.0007489546,0.0001019904,0.00004736367,0.000003038772,0.000006757924,0.001075904,0.9874609,0.000179395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005647482,0.1285729,0.00000243401,0.01706831,0.0008041955,0.003075649,0.0002149697,0.00005492387,0.8445591],"genre_scores_gemma":[0.01072397,0.1578176,0.008738606,0.003812987,0.0006356414,0.0005014554,0.0001682629,0.000244722,0.8173568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.906055,"threshold_uncertainty_score":0.9993834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2992241666891263,"score_gpt":0.517363413066504,"score_spread":0.2181392463773777,"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."}}