{"id":"W2734796159","doi":"10.1249/jsr.0000000000000381","title":"The Youth Sports Machine: Destructive Juggernaut or Vehicle for Success?","year":2017,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"Sports injuries and prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sports medicine; Youth sports; Professionalization; Milestone; Athletes; Public relations; Medicine; Political science; Psychology; Medical education; Physical therapy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001944194,0.0004547367,0.0008350782,0.0001272713,0.001554219,0.00009349093,0.000289879,0.000152568,0.00051221],"category_scores_gemma":[0.001358008,0.0002545117,0.0003190661,0.0001267377,0.0006958123,0.0002961641,0.0001311154,0.0004347736,0.000002145453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077159,"about_ca_system_score_gemma":0.0003840362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176958,"about_ca_topic_score_gemma":0.00004101558,"domain_scores_codex":[0.9959116,0.00002180834,0.001371009,0.0008013769,0.001223961,0.0006702177],"domain_scores_gemma":[0.9946875,0.0001043977,0.002123971,0.002164458,0.0004761016,0.0004435959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105512,0.0001649679,0.5957206,0.0002588613,0.00009447752,0.001599357,0.0005060209,0.000001111455,0.00003076912,0.0004136915,0.006418038,0.393737],"study_design_scores_gemma":[0.002012411,0.0003819166,0.779855,0.001861979,0.0009758252,0.00173143,0.0006329349,0.00007043685,0.0002681377,0.003534541,0.2082716,0.0004038505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658751,0.006615347,0.0004115357,0.003343084,0.01381073,0.002780098,0.0000311814,0.0002146699,0.006918224],"genre_scores_gemma":[0.9906229,0.002103017,0.0001311996,0.0001106826,0.002187241,0.0001219189,0.0002814106,0.00007772788,0.004363887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3933331,"threshold_uncertainty_score":0.9999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108587846719469,"score_gpt":0.3703225390719579,"score_spread":0.3292366606047632,"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."}}