{"id":"W4410121310","doi":"10.32598/jsrs.2503.1062","title":"Modern approaches to assessing and enhancing athletic performance after critical illness","year":2025,"lang":"en","type":"article","venue":"Journal of Sports and Rehabilitation Sciences.","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Critical illness; Psychology; Medicine; Intensive care medicine; Critically ill","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":[],"consensus_categories":[],"category_scores_codex":[0.001510572,0.00006544572,0.0002006151,0.0002748996,0.0001024874,0.00004588273,0.00003439287,0.00003488156,0.00001849002],"category_scores_gemma":[0.0006821871,0.000042739,0.00002771642,0.0002475031,0.0005109539,0.0002240138,0.00002074432,0.0001054186,1.804818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003177497,"about_ca_system_score_gemma":0.0001137438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.869138e-7,"about_ca_topic_score_gemma":2.468308e-7,"domain_scores_codex":[0.998967,0.00001972187,0.0003791902,0.0001409862,0.0003843849,0.0001087141],"domain_scores_gemma":[0.9992924,0.0002741226,0.00008404106,0.00006434087,0.0001637383,0.0001213516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002550206,0.0001449024,0.5761773,0.001009038,0.00001787915,0.00002829811,0.01412237,0.0005327898,0.002928899,0.00302747,0.0001445119,0.4016115],"study_design_scores_gemma":[0.0003337447,0.0002818696,0.9905353,0.001537448,0.0000433774,0.000105618,0.002834677,0.00215407,0.00014639,0.001284689,0.0006844855,0.00005835362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763696,0.0007227623,0.006396023,0.01588554,0.0002023404,0.0001035464,1.213961e-7,0.000006358051,0.0003136666],"genre_scores_gemma":[0.9841609,0.00002615135,0.01520091,0.0004248386,0.00006367391,0.000003001027,6.544566e-8,0.000004034445,0.0001164384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.414358,"threshold_uncertainty_score":0.1882631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071490658886387,"score_gpt":0.3219200093988284,"score_spread":0.2912051028099645,"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."}}