{"id":"W4389097545","doi":"10.24908/pocus.v8i2.16265","title":"Troubleshooting Paracentesis Using POCUS","year":2023,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paracentesis; Medicine; Ascites; Troubleshooting; Catheter; Point of care ultrasound; Surgery; Ultrasound; Intensive care medicine; Radiology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002457,0.001182383,0.001055904,0.001948907,0.0009138428,0.001269856,0.001034812,0.00166762,0.001820693],"category_scores_gemma":[0.007432772,0.0003368743,0.0007871572,0.0006729637,0.001379771,0.002099005,0.001275643,0.002563306,0.001352739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845302,"about_ca_system_score_gemma":0.0008704666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008167665,"about_ca_topic_score_gemma":0.001183939,"domain_scores_codex":[0.9986544,0.0003832309,0.0001876606,0.0001475055,0.0003572321,0.0002699456],"domain_scores_gemma":[0.9966798,0.001344235,0.0007443342,0.0003833438,0.0002941652,0.0005541686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000715289,0.0003334938,0.05034256,0.00193299,0.0001195938,0.5661585,0.002852325,0.001425716,0.05591983,0.003304728,0.01312114,0.3037739],"study_design_scores_gemma":[0.00006926303,0.0009393053,0.02180905,0.0007922272,0.0001125932,0.8690715,0.001744566,0.005562826,0.03685704,0.004853679,0.05803221,0.0001556289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4580384,0.04629455,0.4362649,0.01639077,0.004357585,0.001127084,0.0002379291,0.007142031,0.03014668],"genre_scores_gemma":[0.8893817,0.01382204,0.08396742,0.005125019,0.002070357,0.0001940477,0.0002452733,0.0004400124,0.004754113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001948907,"threshold_uncertainty_score":0.00609082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260753508684738,"score_gpt":0.4144275770485308,"score_spread":0.288352226180057,"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."}}