{"id":"W6947650340","doi":"10.3886/e191501v4-148642","title":"ECIN Replication Package for \"Sports injuries and game stakes: Concussions in the National Football League\"","year":2024,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Concussion; Football; The Internet; Replication (statistics); Poison control; Injury prevention; Occupational safety and health","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":[0.0008891192,0.0003262537,0.0003609602,0.0001270129,0.00009387112,0.0002974098,0.001333373,0.0003655615,0.0003985324],"category_scores_gemma":[0.001897903,0.0002317822,0.00007963875,0.0001770594,0.0001635746,0.000217876,0.0005200896,0.0005531001,0.00004105775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008319254,"about_ca_system_score_gemma":0.000120283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009855039,"about_ca_topic_score_gemma":0.00006531822,"domain_scores_codex":[0.9974998,0.00001705475,0.0005344391,0.00111034,0.0005491171,0.0002893081],"domain_scores_gemma":[0.9968131,0.0007888313,0.0002397786,0.002021505,0.0000602944,0.00007648733],"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":[0.00002172124,0.00006775773,0.00003293312,0.0004964676,0.00003345276,0.000005342401,0.00007209359,4.280212e-8,0.005230202,0.0001725608,0.9925664,0.001301024],"study_design_scores_gemma":[0.0002074051,0.000009346634,0.00005763493,0.0004613911,0.0001071922,0.00001195648,0.0001699486,0.00002235082,0.004067789,0.001672162,0.9929152,0.0002976561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004890996,0.0006953442,0.000003015281,0.001374616,0.00007294447,0.0002493573,0.9923172,0.00004431562,0.0003521831],"genre_scores_gemma":[0.01074918,0.0008950977,0.00008571869,0.0004807116,0.0005665921,0.0002056387,0.9867689,0.00003579458,0.0002123676],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005858184,"threshold_uncertainty_score":0.9451802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390567226363236,"score_gpt":0.3324815766707261,"score_spread":0.2685759044070938,"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."}}