{"id":"W2901748845","doi":"10.1136/bjsports-2018-099995","title":"In pursuit of the ‘Unbreakable’ Athlete: what is the role of moderating factors and circular causation?","year":2018,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Sports Performance and Training","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Causation; Athletes; Moderation; Workload; Psychology; Basketball; Sports medicine; Medicine; Physical therapy; Applied psychology; Social psychology; Management; Law; Economics; History","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":[0.002047526,0.0002517354,0.001146702,0.0002218219,0.0001052543,0.00003765136,0.0002914047,0.0003537239,0.0002453503],"category_scores_gemma":[0.000439219,0.0001527317,0.0001828171,0.0002741519,0.0005521472,0.0003443784,0.0000612954,0.001171355,1.352334e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006561192,"about_ca_system_score_gemma":0.0005330233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007506742,"about_ca_topic_score_gemma":0.00002862466,"domain_scores_codex":[0.9959245,0.00002370122,0.00148613,0.0002189817,0.00209509,0.000251623],"domain_scores_gemma":[0.99674,0.0001407598,0.001867738,0.0003126602,0.0008242182,0.0001146234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004635443,0.000314755,0.2242928,0.001692558,0.0008242126,0.001808694,0.02072444,0.00002531186,0.0007755442,0.00001514223,0.5143608,0.2347021],"study_design_scores_gemma":[0.007923248,0.001015878,0.5533654,0.1413315,0.001979503,0.004967859,0.01954229,0.0001122436,0.002406781,0.001065624,0.2657827,0.0005070163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8108223,0.04475681,0.000002457943,0.0007906814,0.1428109,0.0005150276,0.00001819135,0.000004674348,0.0002789915],"genre_scores_gemma":[0.7957262,0.02431254,0.00003390926,0.0002381973,0.1794253,0.000003988619,0.00003071307,0.00004666218,0.0001824512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290726,"threshold_uncertainty_score":0.6228217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008799990933673018,"score_gpt":0.2539944556603188,"score_spread":0.2451944647266458,"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."}}