{"id":"W4406511657","doi":"10.1016/j.ysur.2016.04.045","title":"10.1016/j.ysur.2016.04.045","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Traumatic brain injury; Coagulation; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000556898,0.001038066,0.0004618827,0.00136437,0.0008606263,0.00236981,0.000877072,0.003128283,0.8171766],"category_scores_gemma":[0.001417227,0.000337895,0.0004905064,0.0006283787,0.0007427078,0.001921469,0.00107544,0.001285732,0.7036294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007433805,"about_ca_system_score_gemma":0.001187488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003016176,"about_ca_topic_score_gemma":0.002524873,"domain_scores_codex":[0.9997908,0.00001871657,0.00002288394,0.00005835471,0.00005019148,0.00005904877],"domain_scores_gemma":[0.9992969,0.0001117408,0.000139873,0.00003822695,0.0001360977,0.0002771618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000598994,0.0004090829,0.01331239,0.0008101858,0.00007101646,0.0009543049,0.000250982,0.0003165412,0.0009087342,0.007178043,0.2427712,0.7324185],"study_design_scores_gemma":[0.0001212653,0.0003123276,0.02142322,0.002293153,0.0001175941,0.00886221,0.0009397089,0.0005532757,0.0007266405,0.01153255,0.9530597,0.0000584285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01620838,0.03047467,0.003319678,0.01433108,0.003750306,0.0001539415,0.005419194,0.001853133,0.9244896],"genre_scores_gemma":[0.0616917,0.01270171,0.002931467,0.003281824,0.001549312,0.0001466344,0.003570968,0.0003524172,0.9137739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1828234,"threshold_uncertainty_score":0.2607753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012488098044193,"score_gpt":0.2019131138275005,"score_spread":0.1917882328470586,"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."}}