{"id":"W2582281439","doi":"10.23736/s0375-9393.16.11610-4","title":"Real-time ultrasound-guided spinal anesthesia in patients with predicted difficult anatomy","year":2017,"lang":"en","type":"article","venue":"Minerva Anestesiologica","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Anesthesia; American society of anesthesiologists; Patient satisfaction; Spinal anesthesia; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003005347,0.0003601378,0.0006192095,0.0001308034,0.0002662007,0.00007462795,0.0004192948,0.0002036719,0.0001985951],"category_scores_gemma":[0.0003376681,0.0002284882,0.00008592211,0.0001866646,0.0002768117,0.0001500584,0.00004201532,0.0001905286,0.0001002554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007279121,"about_ca_system_score_gemma":0.00005462362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713635,"about_ca_topic_score_gemma":0.000006824849,"domain_scores_codex":[0.9979805,0.0001243016,0.0004030265,0.0005766342,0.000398287,0.0005172149],"domain_scores_gemma":[0.9981685,0.0001279725,0.0002912523,0.001009963,0.0002031445,0.0001991807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009424054,0.0005489092,0.9930097,0.00007037285,0.00003752939,0.001363832,0.00005225556,0.00001263555,0.0008102375,0.00006958446,0.002547921,0.0005346225],"study_design_scores_gemma":[0.003357923,0.00229869,0.990491,0.0002705488,0.00009056175,0.0002495407,0.00003246206,0.0001061848,0.00003364485,0.00002169444,0.002741835,0.000305856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947249,0.00002655128,0.00000390336,0.001433175,0.00001222691,0.0009724631,0.000001329838,0.0001546509,0.002670753],"genre_scores_gemma":[0.9942934,0.0000505367,0.001067104,0.0008174299,0.00008564754,0.00006618298,0.0001691141,0.00003351042,0.003417098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002518635,"threshold_uncertainty_score":0.9317477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470079285539389,"score_gpt":0.2577443055330326,"score_spread":0.2430435126776387,"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."}}