{"id":"W2344659028","doi":"10.1177/2325967116644241","title":"AOSSM Early Sport Specialization Consensus Statement","year":2016,"lang":"en","type":"article","venue":"Orthopaedic Journal of Sports Medicine","topic":"Sports injuries and prevention","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Athletes; Competition (biology); Medicine; Burnout; Competitive athletes; Scientific evidence; Youth sports; Work (physics); Public relations; Applied psychology; Physical therapy; Psychology; Clinical psychology; Political science; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00207611,0.0002305031,0.0007288237,0.0004276358,0.00006470315,0.00000635113,0.00009499399,0.000108913,0.004819251],"category_scores_gemma":[0.0002086435,0.0001269614,0.0002343104,0.0002942237,0.0002982758,0.0001124447,0.00002156295,0.000213846,0.0000130273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362337,"about_ca_system_score_gemma":0.0003162312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057053,"about_ca_topic_score_gemma":0.000002376924,"domain_scores_codex":[0.9963644,0.00002150702,0.001687538,0.0002194127,0.001384526,0.0003226874],"domain_scores_gemma":[0.997157,0.00004574226,0.001366658,0.0003062949,0.0006889199,0.0004353663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556127,0.0001646638,0.6884918,0.00008715577,0.0001876008,0.00374397,0.0003828695,0.000001279451,0.001407583,0.001631492,0.03086198,0.2714835],"study_design_scores_gemma":[0.006667285,0.001613138,0.7526191,0.003928667,0.0005983843,0.002562734,0.0003115993,0.000001322432,0.0004082764,0.00153076,0.229566,0.0001926889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766294,0.001605346,0.002111048,0.0107335,0.002510227,0.0003375863,0.000004402565,0.00003603325,0.006032462],"genre_scores_gemma":[0.9875227,0.002960436,0.000634981,0.0005076855,0.002937977,0.000001895321,0.00001276765,0.00003697493,0.00538454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2712908,"threshold_uncertainty_score":0.9960905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402325391188358,"score_gpt":0.2855648108969269,"score_spread":0.2715415569850433,"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."}}