{"id":"W2969568439","doi":"10.1016/j.injury.2019.08.023","title":"Trends of clinical outcomes in patients with a Traumatic Brain Injury (TBI) in Canada between 2006 and 2012","year":2019,"lang":"en","type":"article","venue":"Injury","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Medicine; Psychology; Physical medicine and rehabilitation; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002115758,0.0001384064,0.0007351526,0.0001877575,0.000009652778,0.000001613673,0.00005593351,0.00006189023,0.0001117944],"category_scores_gemma":[0.00007714892,0.00009993083,0.00004900219,0.0002484443,0.00004855384,0.00006802545,0.00003058888,0.0002029547,0.000003562435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007511953,"about_ca_system_score_gemma":0.0002365364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2872882,"about_ca_topic_score_gemma":0.6075993,"domain_scores_codex":[0.9986073,0.00005475974,0.000650854,0.00020211,0.0002639273,0.000221079],"domain_scores_gemma":[0.9994175,0.0001587708,0.0001041602,0.0001985259,0.00004022014,0.00008086251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522574,0.0001002779,0.9223229,0.00006360249,0.00006605661,0.000002496082,0.0002103405,2.546806e-7,0.000001494621,0.000003603903,0.003290494,0.07368623],"study_design_scores_gemma":[0.00232249,0.0006276255,0.9957228,0.0001317265,0.00003436798,1.485659e-7,0.0002092149,0.000001565763,0.000006515764,0.000008624613,0.0008252839,0.0001096081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969394,0.00009481398,2.633766e-7,0.0005023393,0.0001856818,0.0002081431,0.0001188926,0.000006538514,0.001943946],"genre_scores_gemma":[0.9992354,0.00001152717,0.00004215684,0.0001987975,0.00002609506,0.000007190138,0.00001932234,0.0000132546,0.0004462535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3203111,"threshold_uncertainty_score":0.7174578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855025599722637,"score_gpt":0.3362368781319559,"score_spread":0.3076866221347295,"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."}}