{"id":"W4396758960","doi":"10.1097/htr.0000000000000962","title":"Abstracts of the 4th Annual Meeting of the Canadian Concussion Network/Réseau Canadien des Commotions (CCN-RCC)","year":2024,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Medicine; Medical emergency; Poison control; Injury prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.003219648,0.0001074484,0.0002555244,0.0001516295,0.001279699,0.00001220168,0.0004665665,0.0001708654,0.0000439846],"category_scores_gemma":[0.002024629,0.00006300193,0.0002214301,0.0004789481,0.000298691,0.000154005,0.00005292129,0.001161048,0.0000033391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040491,"about_ca_system_score_gemma":0.002388587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.238808,"about_ca_topic_score_gemma":0.7685173,"domain_scores_codex":[0.9958875,0.001899021,0.00140948,0.0001037443,0.0003673329,0.0003329262],"domain_scores_gemma":[0.9941663,0.003185401,0.0008057585,0.0004336994,0.001245975,0.0001629327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001999248,0.000152477,0.6419868,0.003636227,0.0001745061,0.000003993051,0.2589398,0.01191993,0.0003766502,0.02636924,0.02651404,0.02972637],"study_design_scores_gemma":[0.0003140592,0.0004005758,0.9393799,0.01113815,0.00005979041,0.00002052945,0.02951572,0.0006969539,0.00006006956,0.006618503,0.01170397,0.00009175012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685056,0.000975574,0.00001081664,0.02185292,0.001730895,0.0004586551,0.00007157928,0.00001152567,0.006382409],"genre_scores_gemma":[0.9985214,0.00002018987,0.0008848359,0.0001912045,0.0001938102,0.00001436224,0.000002645435,0.00001777086,0.0001537788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5297093,"threshold_uncertainty_score":0.984254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434191553028079,"score_gpt":0.3974491161915431,"score_spread":0.3540299608887352,"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."}}