{"id":"W2754687916","doi":"10.3390/brainsci7090119","title":"COACH CV: The Seven Clinical Phenotypes of Concussion","year":2017,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Concussion; Phenotype; Psychology; Medicine; Physical medicine and rehabilitation; Poison control; Injury prevention; Biology; Medical emergency; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061763,0.001385041,0.0009547567,0.002725004,0.001367854,0.001746707,0.001200036,0.00161032,0.002758336],"category_scores_gemma":[0.0071099,0.0001927708,0.0007191597,0.001266632,0.001366795,0.001665978,0.002517841,0.001875033,0.00138417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009943235,"about_ca_system_score_gemma":0.002163707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005863048,"about_ca_topic_score_gemma":0.006114696,"domain_scores_codex":[0.9987147,0.000191525,0.0001850588,0.0001447862,0.0005058211,0.0002581639],"domain_scores_gemma":[0.9953909,0.0006512504,0.0008422299,0.0001747977,0.002083255,0.0008575409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404761,0.000378691,0.5567436,0.0009247922,0.0002018975,0.01412625,0.002128026,0.001475827,0.005715556,0.009077345,0.09989843,0.3079247],"study_design_scores_gemma":[0.0002182799,0.0007954629,0.8107333,0.001923498,0.0002430805,0.09280408,0.004787723,0.003810259,0.001968365,0.01657578,0.06591199,0.0002282537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7490038,0.02732731,0.04362647,0.04469244,0.004844803,0.002028302,0.00425076,0.001778173,0.122448],"genre_scores_gemma":[0.94216,0.007866989,0.02845795,0.003891438,0.001747946,0.0007064221,0.003718219,0.0002486492,0.01120229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005863048,"threshold_uncertainty_score":0.01165783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2957670230542558,"score_gpt":0.510264729183973,"score_spread":0.2144977061297172,"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."}}