{"id":"W2943951987","doi":"10.1017/s031716710011580x","title":"Neurology Survival Guide. 2003. Edited by Dave A. Rengachary, Published by Lippincott Williams & Wilkins. 366 Pages. C$40 approx.","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006138055,0.00162608,0.001380774,0.002388529,0.000602678,0.001871863,0.001178228,0.001225029,0.4040055],"category_scores_gemma":[0.00194736,0.0006414035,0.0005634358,0.001648635,0.0002688438,0.001638213,0.001129895,0.002023824,0.475964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060501,"about_ca_system_score_gemma":0.00181264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979332,"about_ca_topic_score_gemma":0.01643802,"domain_scores_codex":[0.9998344,0.00002561559,0.00001936515,0.00002418242,0.00007785826,0.00001865865],"domain_scores_gemma":[0.9992474,0.0001279419,0.0000537417,0.00003022587,0.0003778568,0.0001628599],"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":[0.00001051738,0.00001023319,0.00003977379,0.00007343088,0.000001449055,0.0000405385,0.00001185958,0.00004675985,0.00004732755,0.0001836041,0.9258267,0.07370792],"study_design_scores_gemma":[0.00001098955,0.00001214168,0.0002685861,0.0002088083,0.00000282239,0.0003764039,0.00002173585,0.0000680665,0.0000291527,0.0004215443,0.9985722,0.000007508427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001358786,0.1000184,0.01144136,0.02450617,0.01919037,0.0005709244,0.03296024,0.01180554,0.7981482],"genre_scores_gemma":[0.002011728,0.0727722,0.01023322,0.004008106,0.001947026,0.0003415452,0.01273236,0.001509754,0.8944442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4040055,"threshold_uncertainty_score":0.8501139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06423556832640717,"score_gpt":0.3125061581197827,"score_spread":0.2482705897933755,"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."}}