{"id":"W4367857286","doi":"10.1016/j.jisako.2023.04.005","title":"From big hands to green fingers: it is time for a change","year":2023,"lang":"en","type":"editorial","venue":"Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Greenhouse gas; Health care; Harm; Public health; Dispose pattern; Global warming; Business; Natural resource economics; Environmental science; Medicine; Political science; Engineering; Economic growth; Economics; Waste management; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008680071,0.0009358534,0.0006099589,0.001120201,0.002438155,0.007993804,0.001860467,0.00388615,0.5590239],"category_scores_gemma":[0.006102552,0.0004129733,0.0009092132,0.0008808009,0.001356229,0.008454512,0.003596528,0.005312855,0.30766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138006,"about_ca_system_score_gemma":0.001393894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444662,"about_ca_topic_score_gemma":0.009768509,"domain_scores_codex":[0.9992288,0.0001267942,0.00002269668,0.0001115724,0.0003786054,0.0001315462],"domain_scores_gemma":[0.9979051,0.0003269715,0.00007566752,0.0001678349,0.0007992117,0.0007252138],"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":[0.00002945134,0.00001627278,0.00009345657,0.0001172915,0.000003225474,0.00009928637,0.0002322192,0.00001574989,0.0001658872,0.001363147,0.9610777,0.03678632],"study_design_scores_gemma":[0.000009732824,0.00001597509,0.0002688153,0.0001817411,0.000005091148,0.0002390982,0.0007084297,0.00002642726,0.0001668963,0.001831515,0.996533,0.00001323736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002707801,0.009942413,0.008039941,0.09702519,0.05598902,0.0002652707,0.004098372,0.00972588,0.812206],"genre_scores_gemma":[0.02783032,0.01124514,0.008485137,0.05557582,0.01163589,0.0002376975,0.002390089,0.005371978,0.8772278],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5590239,"threshold_uncertainty_score":0.6289989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350564207417287,"score_gpt":0.3259820131624757,"score_spread":0.2724763710883028,"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."}}