{"id":"W2497460106","doi":"10.1017/cbo9781316146187","title":"Neurocritical Care Essentials","year":2015,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurointensive care; Medicine; Perspective (graphical); Reading (process); Computer science; Intensive care medicine; Medical physics; Management science; Artificial intelligence; Engineering","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":[0.0005412473,0.0008848782,0.0005912737,0.001138899,0.001424414,0.004108803,0.0008519759,0.001614948,0.1296914],"category_scores_gemma":[0.004732612,0.0003902901,0.0003641446,0.001062821,0.001023559,0.003327522,0.003367976,0.003409205,0.07194712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125595,"about_ca_system_score_gemma":0.002629984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274301,"about_ca_topic_score_gemma":0.002966884,"domain_scores_codex":[0.9993718,0.0001235649,0.00004572438,0.00006746112,0.0003330114,0.00005840545],"domain_scores_gemma":[0.9985942,0.0004733312,0.00007990139,0.0001097446,0.000467091,0.0002757396],"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":[0.000006974886,0.00001131629,0.0000486832,0.000209146,0.000001821273,0.0001379183,0.0004542885,0.00005820141,0.0001486708,0.01728827,0.8888904,0.0927444],"study_design_scores_gemma":[9.466545e-7,0.000002670171,0.00004628716,0.0001801887,5.275024e-7,0.0001896689,0.00007438935,0.00001198222,0.00001380813,0.00234191,0.9971356,0.000001972442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007996311,0.05987672,0.006233229,0.04468913,0.04154766,0.0002408418,0.0007184714,0.001093531,0.8448008],"genre_scores_gemma":[0.00568548,0.03821025,0.009473447,0.02342792,0.01052545,0.000205048,0.0007581226,0.0004530945,0.9112611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1296914,"threshold_uncertainty_score":0.4338609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019545951821196,"score_gpt":0.2416368352232722,"score_spread":0.2114413757050603,"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."}}