{"id":"W4388417416","doi":"10.31080/asps.2023.07.0997","title":"COVID-19-Osteoarthritis Interactions, Predictions, and Mitigation: Can Blue Zone Findings Help? Overview and Commentary","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Pharmaceutical Sciences","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Osteoporosis Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Osteoarthritis; Coronavirus Infections; Medicine; Virology; Internal medicine; Alternative medicine; Pathology; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0241295,0.001378165,0.002709453,0.002697841,0.002032153,0.00422799,0.006109181,0.01588101,0.01325165],"category_scores_gemma":[0.1313771,0.0007166974,0.002672569,0.002377148,0.004298033,0.006288463,0.003887278,0.01599844,0.003120228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005675543,"about_ca_system_score_gemma":0.02163517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03214991,"about_ca_topic_score_gemma":0.03786241,"domain_scores_codex":[0.9889345,0.005991444,0.001412712,0.00109004,0.001969716,0.0006017094],"domain_scores_gemma":[0.8570849,0.1193893,0.004284388,0.001260805,0.01537153,0.002609014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002079079,0.00001966885,0.0005640054,0.01832421,0.0003888593,0.000289794,0.0006928577,0.0003736258,0.0000688229,0.01621198,0.911846,0.05101218],"study_design_scores_gemma":[0.0001509132,0.00008394862,0.00167454,0.08687133,0.0006348061,0.0003246759,0.001715837,0.0005448581,0.0001534412,0.03972897,0.8679901,0.0001266106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000228033,0.1916001,0.000648549,0.7582492,0.04587602,0.00008391371,0.001102023,0.00005846356,0.002153783],"genre_scores_gemma":[0.01144425,0.2497122,0.002136363,0.6250205,0.1077491,0.0004047999,0.0006590048,0.0000830115,0.002790722],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03214991,"threshold_uncertainty_score":0.1276105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598768349201579,"score_gpt":0.4414284190129424,"score_spread":0.2815515840927845,"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."}}