{"id":"W3215628805","doi":"10.1016/s2215-0366(21)00397-7","title":"A sporting chance","year":2021,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scopus; Mental health; Elite; Athletes; Elite athletes; Psychology; Medicine; Critical appraisal; Alternative medicine; MEDLINE; Psychiatry; Political science; Politics; Physical therapy; Law","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007020746,0.0002984168,0.0008968632,0.00008751419,0.0001290489,0.00006281159,0.0005578946,0.0005155439,0.001275443],"category_scores_gemma":[0.0001549699,0.0001956386,0.0002589217,0.0003508098,0.0001435814,0.00002838427,0.0001186043,0.004585739,0.0005060391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005847463,"about_ca_system_score_gemma":0.0005616973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001706134,"about_ca_topic_score_gemma":0.00001034224,"domain_scores_codex":[0.99733,0.000146574,0.0004406027,0.0004782629,0.0008040899,0.0008004534],"domain_scores_gemma":[0.9975803,0.0001712405,0.0002471024,0.001829706,0.0001044341,0.00006720321],"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":[0.00005271961,0.00002774753,0.003513494,0.001239941,0.0001986461,0.0002943826,0.000122047,1.117603e-7,0.0000149361,0.0001164291,0.9931,0.001319483],"study_design_scores_gemma":[0.000870259,0.00006944176,0.005472769,0.00123016,0.0001432769,0.0005160294,0.0001005538,0.00001184729,0.0000143623,0.0009016789,0.9904394,0.0002302769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003890099,0.00293069,0.00002301259,0.962687,0.002293583,0.0005159446,0.00005730978,0.0001604904,0.02744193],"genre_scores_gemma":[0.0006456815,0.0001561905,0.002928393,0.9286072,0.05425223,0.00008946317,0.0003711479,0.00008011616,0.01286953],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05195864,"threshold_uncertainty_score":0.9996375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218883022299393,"score_gpt":0.366362726033972,"score_spread":0.2444744238040327,"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."}}