{"id":"W4403774705","doi":"10.1136/rapm-00115550-200709001-00254","title":"308. Ultrasound guided blocks in south east England: a survey of actual practice","year":2007,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Ultrasound; Geography; South east; Medicine; Optometry; Radiology; Physical geography","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":[0.005701697,0.0002400736,0.000437415,0.000198317,0.00002267565,0.000004619784,0.0002255759,0.0001845021,0.00005330548],"category_scores_gemma":[0.001775314,0.0001961689,0.00005509876,0.0006549716,0.00009869284,0.00007007809,0.000007094852,0.0003713076,0.000008934908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005794249,"about_ca_system_score_gemma":0.00002384035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003878102,"about_ca_topic_score_gemma":0.0001174419,"domain_scores_codex":[0.9981259,0.0001355663,0.0006180144,0.0002243726,0.000474573,0.0004215857],"domain_scores_gemma":[0.9966745,0.002673009,0.00008175849,0.0002480145,0.0001301356,0.0001925527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0032329,0.002186364,0.04017753,0.002648773,0.001126206,0.005065638,0.03341951,0.6909802,0.0865522,0.01298096,0.06642244,0.05520732],"study_design_scores_gemma":[0.007172769,0.001315376,0.1482721,0.001863763,0.0001477914,0.002965209,0.002625296,0.04500293,0.001344297,0.001021096,0.7864597,0.001809669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7352434,0.00166728,0.2462648,0.01537747,0.00005297878,0.0005291831,0.000001137259,0.0005150608,0.0003486521],"genre_scores_gemma":[0.9954708,0.00007388736,0.001077352,0.003073258,0.0001804042,0.000008068614,0.00003419749,0.00003554655,0.00004647657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7200373,"threshold_uncertainty_score":0.7999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378894983464325,"score_gpt":0.2437173279293784,"score_spread":0.2199283780947352,"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."}}