{"id":"W2061813817","doi":"10.4103/2348-0548.148384","title":"Monitoring the depth of anaesthesia using the new modified entropy sensors during supratentorial craniotomy: Our experience","year":2015,"lang":"en","type":"article","venue":"Journal of Neuroanaesthesiology and Critical Care","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Craniotomy; Medicine; Bispectral index; Anesthesia; Perioperative; Entropy (arrow of time); Scalp; Surgery; Propofol","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457789,0.0001689362,0.0004271204,0.00007172357,0.0001701159,0.0000226362,0.0002101497,0.0001172451,0.000002738459],"category_scores_gemma":[0.0007855152,0.00008901292,0.0001410399,0.0001109418,0.0002723858,0.0001249276,0.0000409702,0.0004272785,7.851142e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431955,"about_ca_system_score_gemma":0.0002249762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096145,"about_ca_topic_score_gemma":9.581925e-7,"domain_scores_codex":[0.9983695,0.0003894915,0.0004480612,0.0001662701,0.0003559539,0.0002707958],"domain_scores_gemma":[0.9987262,0.000136002,0.0001746828,0.0002145104,0.0004496939,0.0002989285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006943597,0.0002729832,0.8993859,0.0002280865,0.0001791494,0.004187963,0.03546988,0.0006043639,0.04463341,0.001997974,0.0002288949,0.00586775],"study_design_scores_gemma":[0.005641013,0.006372269,0.8320873,0.0003874971,0.0009798374,0.006552897,0.1130073,0.0004501942,0.03218884,0.0008206597,0.001096941,0.0004152209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995097,0.001123708,0.00008419692,0.003142359,0.0003874168,0.0001343536,4.990939e-7,0.000006675023,0.00002373664],"genre_scores_gemma":[0.9985036,0.0001664278,0.0002770385,0.0002358207,0.0007822944,0.000001474475,2.251447e-7,0.00001639404,0.0000166951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07753743,"threshold_uncertainty_score":0.3629842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08523675074278189,"score_gpt":0.3576111900275657,"score_spread":0.2723744392847838,"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."}}