{"id":"W2317542188","doi":"10.15766/mep_2374-8265.9774","title":"Ultrasound-Guided Paracentesis","year":2014,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Paracentesis; Ultrasound; Medicine; Radiology; Medical physics; Internal medicine; Ascites","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227965,0.0005480719,0.0001919143,0.0003038082,0.000207804,0.0004406294,0.0004401831,0.000544787,0.05966347],"category_scores_gemma":[0.0006121921,0.00009246186,0.0002881511,0.0001408551,0.0001918338,0.0004147963,0.0004430647,0.0007841363,0.01336964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606331,"about_ca_system_score_gemma":0.0003694762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876057,"about_ca_topic_score_gemma":0.002602991,"domain_scores_codex":[0.9999388,0.00001342703,0.000003513536,0.000007643269,0.00002470911,0.00001188931],"domain_scores_gemma":[0.9998827,0.00004607069,0.00001177631,0.000008100519,0.00002454857,0.0000267492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000819278,0.0002691751,0.0008812349,0.001770409,0.00001461949,0.003847931,0.0002202336,0.001105089,0.03198972,0.005033975,0.5267176,0.4273308],"study_design_scores_gemma":[0.0001589283,0.0005713028,0.00547876,0.0008793692,0.00001626531,0.009264397,0.0001522313,0.003322264,0.0131848,0.001505154,0.9654199,0.00004664531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05979686,0.05323913,0.1467138,0.01859372,0.0202538,0.002433759,0.01246974,0.01088545,0.6756138],"genre_scores_gemma":[0.295423,0.08505033,0.1220446,0.01583325,0.006181542,0.001276395,0.01109326,0.001259665,0.461838],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05966347,"threshold_uncertainty_score":0.1995942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253397265904093,"score_gpt":0.2871245322654906,"score_spread":0.2645905596064497,"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."}}