{"id":"W4380087188","doi":"10.3390/vibration6020028","title":"Vibration Therapy for Cancer-Related Bone Diseases","year":2023,"lang":"en","type":"article","venue":"Vibration","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Whole body vibration; Cancer; Anabolism; Osteoporosis; Bone mineral; Bioinformatics; Internal medicine; Vibration; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001031363,0.000107808,0.0001171032,0.0001161173,0.0002034688,0.00002201603,0.00007959455,0.0001703656,0.0004387692],"category_scores_gemma":[0.00003987788,0.00009949889,0.00007546524,0.0002693133,0.0000363288,0.0001636352,0.00001880168,0.00004921038,0.0003195858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385087,"about_ca_system_score_gemma":0.00006937406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001097871,"about_ca_topic_score_gemma":0.000008614019,"domain_scores_codex":[0.999281,0.00007988527,0.000185389,0.000226509,0.00003015606,0.0001970407],"domain_scores_gemma":[0.9996052,0.00008176314,0.00008378047,0.0001621227,0.00004896431,0.0000181769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002775852,0.00009387415,0.000277044,0.00001933992,0.000144812,9.59106e-7,0.0002264581,0.00003494869,0.939048,0.003893389,0.02735238,0.02863123],"study_design_scores_gemma":[0.005806535,0.000504277,0.050824,0.00005120882,0.0001514894,0.000005711232,0.0002448565,0.003568499,0.864702,0.01989119,0.05370313,0.0005470386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497888,0.009261316,0.0182422,0.007304809,0.007293435,0.003382686,0.0009278581,0.003194588,0.0006042952],"genre_scores_gemma":[0.9944586,0.0004129524,0.0002387435,0.0003830936,0.0000737852,0.0006070698,0.002409761,0.00003028305,0.001385695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07434592,"threshold_uncertainty_score":0.4804215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663970513472388,"score_gpt":0.2675297376623909,"score_spread":0.250890032527667,"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."}}