{"id":"W1973526888","doi":"10.1177/1742271x13486266","title":"My Patient is Short of Breath: Is there Pleural Fluid, and will PoCUS Help Drain it Safely?","year":2013,"lang":"en","type":"article","venue":"Ultrasound","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Medicine; Thoracentesis; Pleural fluid; Supine position; Focused assessment with sonography for trauma; Radiology; Ultrasound; Emergency department; Blunt; Surgery; Pleural effusion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001687566,0.000256114,0.0004620364,0.00006543057,0.0001013749,0.00004148379,0.0001668951,0.0001993124,0.00519998],"category_scores_gemma":[0.0004567062,0.0002036132,0.0001604557,0.0002262665,0.0003763727,0.0001822166,0.00005085043,0.0002750315,0.000298035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005902465,"about_ca_system_score_gemma":0.00006801305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004410424,"about_ca_topic_score_gemma":0.00002325879,"domain_scores_codex":[0.9980142,0.00003948072,0.0006731496,0.0004818781,0.0004094074,0.0003818787],"domain_scores_gemma":[0.9972842,0.001332755,0.0001206146,0.0007041814,0.0002439062,0.0003143876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149717,0.001411058,0.5905243,0.0002351108,0.000549941,0.000007447723,0.008689562,0.000001516528,0.2442997,0.001347629,0.1273873,0.02539685],"study_design_scores_gemma":[0.002655895,0.001982324,0.7336018,0.0003500747,0.0005559031,0.0004951127,0.003832674,0.0001097694,0.04710313,0.0122079,0.1961583,0.0009471376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786603,0.0005665125,0.000130706,0.005850446,0.00008122135,0.0009244896,0.0001803812,0.00005801892,0.01354795],"genre_scores_gemma":[0.9904333,0.0004386234,0.002143179,0.004324686,0.0001473954,0.0001041963,0.00006746528,0.0000432296,0.002297963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971965,"threshold_uncertainty_score":0.9957094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339886899572047,"score_gpt":0.2963780860029974,"score_spread":0.2729792170072769,"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."}}