{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002954953,0.0002820042,0.0004268816,0.0005976227,0.0002204308,0.0003312458,0.0001908317,0.0005476677,0.003697078],"category_scores_gemma":[0.0003648397,0.00006733459,0.0004135222,0.0002869602,0.0001852448,0.000171703,0.0003514294,0.0005978865,0.0007593203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195073,"about_ca_system_score_gemma":0.0002844447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004529642,"about_ca_topic_score_gemma":0.001044881,"domain_scores_codex":[0.9998479,0.00004341209,0.00001524605,0.00001636103,0.00005728237,0.00001974789],"domain_scores_gemma":[0.9999204,0.00003035245,0.00001867814,0.000003877304,0.0000170632,0.000009601315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000886963,0.0003774773,0.001432949,0.00623977,0.0001829496,0.0004279292,0.0001158284,0.0003439177,0.04307173,0.002338526,0.01181484,0.9327672],"study_design_scores_gemma":[0.0007371371,0.007632928,0.04179703,0.006530175,0.0007389731,0.008157747,0.0003993242,0.001594893,0.03473247,0.009019203,0.8885664,0.00009377284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01866058,0.9664083,0.003836572,0.001910322,0.0009429717,0.00008206353,0.00008890445,0.00008287643,0.007987567],"genre_scores_gemma":[0.2773862,0.6978223,0.006579353,0.002121899,0.001621569,0.0002310446,0.000292711,0.00002901182,0.01391599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003697078,"threshold_uncertainty_score":0.0123679,"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."}}