{"id":"W7164255739","doi":"","title":"Violent Impacts : How Power and Inequality Shape the Concussion Crisis (Edition 1)","year":2025,"lang":"en","type":"book","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Inequality; Power (physics); Athletes; Social inequality; Poison control; Publishing","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003509167,0.001072284,0.00181509,0.009750367,0.000996581,0.005747954,0.00408373,0.001367157,0.01141572],"category_scores_gemma":[0.001124187,0.0007037367,0.0004804344,0.008526843,0.001757794,0.009365462,0.01064946,0.005460844,0.0004847798],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255448,"about_ca_system_score_gemma":0.009472868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120843,"about_ca_topic_score_gemma":0.000005322815,"domain_scores_codex":[0.9884187,0.002472719,0.001260808,0.002151237,0.003682794,0.002013715],"domain_scores_gemma":[0.9901713,0.003757585,0.0004314661,0.003573333,0.0003630716,0.001703276],"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":[0.001933862,0.0002752546,0.00149308,0.0018579,0.0004582329,0.0004529105,0.000239899,5.779362e-8,0.00007170063,0.01583329,0.9703239,0.007059938],"study_design_scores_gemma":[0.002989744,0.001860005,0.0228641,0.004247827,0.000146526,0.0001013014,0.0005532138,0.00004595676,0.001358437,0.01926453,0.9457357,0.0008326774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004219612,0.008923964,0.00001437594,0.2643274,0.0005284108,0.009998495,0.003151402,0.0006402516,0.7081961],"genre_scores_gemma":[0.0210336,0.01392307,0.0008953037,0.009476534,0.001290843,0.0009469822,0.01244281,0.000494054,0.9394968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2548509,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090501405487141,"score_gpt":0.3811787567496792,"score_spread":0.272128616200965,"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."}}