{"id":"W2142535619","doi":"10.1111/aas.12353","title":"Real‐time ultrasound‐guided spinal anesthesia using the <scp>SonixGPS</scp> ultrasound guidance system: a feasibility study","year":2014,"lang":"en","type":"article","venue":"Acta Anaesthesiologica Scandinavica","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Ultrasound; Spinal anesthesia; Anesthesia; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004233262,0.0007992807,0.001342226,0.0001846628,0.001047243,0.0001993214,0.001058038,0.0003423603,0.00006895408],"category_scores_gemma":[0.001333578,0.0004991208,0.0004263284,0.0008153977,0.0005738994,0.0001784965,0.00009038342,0.0005197901,0.0001547619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005018488,"about_ca_system_score_gemma":0.0001519274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000602611,"about_ca_topic_score_gemma":0.00001451948,"domain_scores_codex":[0.9935661,0.001925539,0.001064147,0.001362778,0.0009038501,0.001177573],"domain_scores_gemma":[0.994755,0.001650689,0.0006360495,0.00225659,0.0002606457,0.0004409845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002512882,0.001138964,0.9786792,0.0002245459,0.0002097358,0.000528269,0.0006998312,0.00006168824,0.0110446,0.0009548659,0.005785367,0.0004216076],"study_design_scores_gemma":[0.001608264,0.005528301,0.9715275,0.0003469808,0.0007486513,0.002449492,0.003436133,0.0006687448,0.0001565924,0.0002186814,0.01300508,0.0003056184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915058,0.0002068766,0.0001527742,0.0008261129,0.00004912014,0.003096938,0.000001662504,0.0005281406,0.003632568],"genre_scores_gemma":[0.9948366,0.0001621093,0.001390959,0.001926702,0.0003344288,0.0001616405,0.00002698751,0.00008394065,0.001076608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088801,"threshold_uncertainty_score":0.999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663300422807424,"score_gpt":0.2994421678645766,"score_spread":0.2628091636365023,"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."}}