{"id":"W4312054226","doi":"10.1007/s43678-022-00429-3","title":"Prolonged observation or routine reimaging in older patients following a head injury is not justified","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Head (geology); Intensive care medicine","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":[0.006457992,0.003105608,0.005580002,0.003353061,0.003711641,0.005771534,0.003756973,0.03118914,0.01001316],"category_scores_gemma":[0.05216483,0.001279409,0.002560565,0.002221148,0.002898214,0.003109205,0.0009926315,0.03183369,0.007076428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005177986,"about_ca_system_score_gemma":0.005122589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006011053,"about_ca_topic_score_gemma":0.01935345,"domain_scores_codex":[0.9955646,0.0007015029,0.0007704837,0.0004245406,0.002146814,0.000392115],"domain_scores_gemma":[0.9552713,0.02243219,0.002877683,0.0009794368,0.01284318,0.005596209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007678549,0.00002136494,0.0001108585,0.0004245031,0.00005239907,0.0004764086,0.00001756688,0.00003178367,0.00003885262,0.0002194722,0.9911759,0.007354106],"study_design_scores_gemma":[0.0004068542,0.0001011418,0.0018576,0.002509671,0.0003983636,0.001313615,0.0001833862,0.0003610027,0.0001468804,0.001595007,0.9910532,0.00007332306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001031667,0.007350481,0.00007896178,0.06156892,0.9283651,0.00001991555,0.00004543904,0.00003712466,0.002430896],"genre_scores_gemma":[0.0008441944,0.005048658,0.0001139689,0.03197993,0.9587206,0.00002046894,0.00002766381,0.00001997702,0.003224586],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03118914,"threshold_uncertainty_score":0.03756911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08918374061833514,"score_gpt":0.3555852262680551,"score_spread":0.26640148564972,"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."}}