{"id":"W4400225638","doi":"10.1136/bjsports-2024-108281","title":"Environmental challenges facing athletes, stakeholders and spectators at Paris 2024 Olympic and Paralympic Games: an evidence-based review of mitigation strategies and recommendations","year":2024,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Loughborough University","keywords":"Athletes; Psychological intervention; Public relations; Quality (philosophy); Business; Event (particle physics); Political science; Environmental planning; Psychology; Medicine; Environmental science; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001567239,0.0004494761,0.002692389,0.0004530977,0.00009815724,0.0000392301,0.00008620435,0.0003356254,0.0003724113],"category_scores_gemma":[0.0001806512,0.0003751469,0.0001644533,0.0002077415,0.000529025,0.0003846599,0.00004287084,0.001033519,0.000001158056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346312,"about_ca_system_score_gemma":0.0004872466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006655665,"about_ca_topic_score_gemma":0.00001345295,"domain_scores_codex":[0.9961797,0.0001941105,0.002148614,0.0004962882,0.0006966506,0.0002846329],"domain_scores_gemma":[0.9973879,0.0002739233,0.001502048,0.0002255342,0.00008412225,0.0005264744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001602808,0.00003777536,0.0001045135,0.1515094,0.0001936964,0.0009285796,0.000369438,1.007815e-7,0.0000021358,0.000013193,0.002020671,0.8448045],"study_design_scores_gemma":[0.0007476142,0.0006493194,0.003607661,0.8130553,0.0054425,0.0103529,0.002348384,0.000002702147,0.000001286609,0.00006103597,0.1634979,0.0002333826],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002915708,0.9925388,0.000003085851,0.003071838,0.0003886112,0.0009277263,0.0000655531,0.00001892235,0.00006972445],"genre_scores_gemma":[0.002408302,0.9963737,0.0002976248,0.0002218462,0.0003758041,0.00001472137,0.0001485315,0.00006611874,0.00009341972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8445711,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133650811701059,"score_gpt":0.36033921132464,"score_spread":0.2469741301545341,"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."}}