{"id":"W3160793976","doi":"10.21203/rs.3.rs-456553/v1","title":"Health Status Transitions Related to Traumatic Brain Injury.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto","funders":"National Institutes of Health; Canadian Institutes of Health Research; Government of Ontario","keywords":"Traumatic brain injury; Event (particle physics); Population; Occupational safety and health; Medicine; Psychology; Medical emergency; Psychiatry; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001034274,0.0001698353,0.0002068194,0.0009230905,0.0002960926,0.001001175,0.0003129593,0.0004181556,0.003996253],"category_scores_gemma":[0.007517373,0.00009958899,0.0004467157,0.001977868,0.0004189081,0.0005033327,0.0008707499,0.0007229766,0.0005880365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916627,"about_ca_system_score_gemma":0.000483856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01601455,"about_ca_topic_score_gemma":0.0121813,"domain_scores_codex":[0.9995104,0.0001589613,0.00003507005,0.0001527763,0.00007966389,0.00006310821],"domain_scores_gemma":[0.9981747,0.0007045229,0.0005983572,0.0001521364,0.0002195384,0.00015073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000340631,0.0001902704,0.9646263,0.0001274665,0.0002237584,0.0001375679,0.0006557981,0.01037437,0.0003594073,0.002947473,0.003255253,0.01676171],"study_design_scores_gemma":[0.000008597634,0.0001403073,0.975621,0.00002620699,0.0000575247,0.000198133,0.0009031519,0.01571725,0.0003436826,0.003862023,0.003099229,0.00002270552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601297,0.0005898498,0.005152978,0.0009364197,0.00006399233,0.00007387238,0.03040097,0.0001186217,0.002533598],"genre_scores_gemma":[0.9874844,0.0001208054,0.001750747,0.00004493303,0.00001871331,0.0000427554,0.009712411,0.000009884287,0.0008153045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601455,"threshold_uncertainty_score":0.03184265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792171825772553,"score_gpt":0.5056860725345954,"score_spread":0.3264688899573401,"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."}}