{"id":"W2083980936","doi":"10.1016/j.nurt.2007.11.001","title":"Surgical Experimental Neurotherapeutics","year":2008,"lang":"en","type":"article","venue":"Neurotherapeutics","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Neurosurgery; Neurology; Medicine; Psychology; Neuroscience; Surgery","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":[0.0004592823,0.0007633057,0.0004377772,0.0009800368,0.0007329457,0.000426725,0.0005485038,0.0007297112,0.01964484],"category_scores_gemma":[0.0005219531,0.0002221271,0.000460425,0.000552708,0.002046736,0.0009076358,0.0004862668,0.001565076,0.001988146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003815186,"about_ca_system_score_gemma":0.0009960106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004604663,"about_ca_topic_score_gemma":0.0006985462,"domain_scores_codex":[0.9996331,0.00007288002,0.00003485149,0.00006296518,0.00009681818,0.00009948558],"domain_scores_gemma":[0.9996074,0.0001275615,0.00005303874,0.0001167316,0.00003558687,0.00005970316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0239056,0.01649721,0.002630812,0.003048131,0.0003434111,0.002743442,0.001082465,0.002319012,0.6510467,0.1004837,0.0178286,0.1780708],"study_design_scores_gemma":[0.002726168,0.0481962,0.007150718,0.0004174801,0.0004263537,0.008463489,0.001052512,0.001503879,0.7849146,0.02027511,0.1247563,0.0001171698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8628923,0.01654577,0.01125838,0.003080142,0.005086279,0.0009837743,0.001963453,0.0005166751,0.09767327],"genre_scores_gemma":[0.9420167,0.01638506,0.004634478,0.0006116114,0.000863048,0.0008263923,0.0009350646,0.00004216644,0.03368558],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01964484,"threshold_uncertainty_score":0.06571847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899671905621081,"score_gpt":0.3175163913343332,"score_spread":0.2485196722781224,"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."}}