{"id":"W4220800231","doi":"10.21203/rs.3.rs-1463766/v1","title":"Imaging-detected Bone Stress Injuries at the Tokyo 2020 Summer Olympics: Epidemiology, Injury Onset, and Competition Withdrawal Rate","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polyclinic; Athletes; Medicine; Epidemiology; Stress fractures; Competition (biology); Track and field athletics; Physical therapy; Family medicine; Internal medicine","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":[0.0003074665,0.0003348176,0.0002565701,0.001740679,0.0002758542,0.0004388045,0.0003460183,0.0002936638,0.001376887],"category_scores_gemma":[0.001133488,0.0002360467,0.0002335953,0.0009767319,0.0002913006,0.0002658293,0.0005016871,0.000241543,0.0001992424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258964,"about_ca_system_score_gemma":0.0002601889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792945,"about_ca_topic_score_gemma":0.008981838,"domain_scores_codex":[0.9996138,0.00009256684,0.0000595265,0.00007185644,0.00008673793,0.00007547301],"domain_scores_gemma":[0.9985555,0.000122149,0.0008313168,0.00003605752,0.0001771244,0.0002777913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001829531,0.0000083745,0.9994088,0.000005759855,0.000009968941,0.00006208441,0.00002653463,0.000008318224,0.0001035536,0.000001129737,0.0000188615,0.0003283316],"study_design_scores_gemma":[9.058036e-7,0.00003066897,0.9995525,0.000002920631,0.000004471607,0.0002403142,0.00009958187,0.00002720144,0.00001722598,0.000001037305,0.00002218,8.469065e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994387,0.000202914,0.00003567382,0.00001040818,0.000001835024,0.000006060256,0.0001119053,0.000001933899,0.0001904872],"genre_scores_gemma":[0.9995977,0.00008337291,0.0000335245,0.000005932863,0.000004997201,0.000004861223,0.000213837,7.449113e-7,0.00005501172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007792945,"threshold_uncertainty_score":0.01549518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224913255428182,"score_gpt":0.4062037499625202,"score_spread":0.3639546174082384,"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."}}