{"id":"W2566195652","doi":"10.17554/j.issn.2313-5611.2016.02.55","title":"Analysis of the Adherence to Seizure Prophylaxis Guidelines inNeurosurgery Patients","year":2016,"lang":"en","type":"article","venue":"International Journal of Neurology Research","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre","funders":"","keywords":"Medicine; Neurosurgery; Neurology; Epilepsy; Phenytoin; Prophylactic treatment; Pediatrics; Retrospective cohort study; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008587366,0.0001373926,0.0002597259,0.001223039,0.0004962897,0.0007198745,0.0005580375,0.0004301405,0.001356838],"category_scores_gemma":[0.007570729,0.0001867904,0.0003189861,0.002572279,0.0003050667,0.0003755281,0.0004412029,0.0004960927,0.0001176344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062911,"about_ca_system_score_gemma":0.002830836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.152088,"about_ca_topic_score_gemma":0.20014,"domain_scores_codex":[0.9983798,0.0002273939,0.0003161409,0.0001819236,0.0005890887,0.0003056487],"domain_scores_gemma":[0.9914733,0.001000342,0.005559112,0.0001367684,0.001018636,0.0008118705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002544639,0.00001319585,0.9984953,0.000007875757,0.0000162241,0.00003430475,0.0001011769,0.00001836719,0.0000140625,0.000008021775,0.0001446909,0.001121273],"study_design_scores_gemma":[0.000003492011,0.00003539688,0.9992375,0.00001069385,0.000006512857,0.00007195665,0.0003242544,0.00009833132,0.00001365388,0.000003829215,0.0001918826,0.000002473256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984689,0.0002539736,0.00002211133,0.0001458225,0.000004503815,0.0000146236,0.0004990975,0.000002175495,0.0005886888],"genre_scores_gemma":[0.9990724,0.000159946,0.00004037525,0.00004626464,0.000005170862,0.000009867996,0.0005731548,0.000001166,0.00009173425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152088,"threshold_uncertainty_score":0.3024055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1850896254684104,"score_gpt":0.4903601325788606,"score_spread":0.3052705071104502,"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."}}