{"id":"W2424551559","doi":"10.1891/9780826152237.0043","title":"Lower Extremity Edema","year":2018,"lang":"en","type":"article","venue":"","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Medical diagnosis; Differential diagnosis; Medicine; Heart failure; Physical examination; Complaint; Signs and symptoms; Intensive care medicine; Diagnostic test; Clinical Practice; Edema; Physical therapy; Pediatrics; Surgery; Radiology; Internal medicine; Pathology","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":[0.0001977646,0.0003134033,0.0003058498,0.000913377,0.0007045947,0.0006946095,0.0003130453,0.0004272207,0.04494855],"category_scores_gemma":[0.001256762,0.00008514759,0.0003504008,0.0005809333,0.0002438066,0.0004791823,0.0004829464,0.000812415,0.003985477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526781,"about_ca_system_score_gemma":0.0007853792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168883,"about_ca_topic_score_gemma":0.002372596,"domain_scores_codex":[0.9997767,0.00002257219,0.00001761993,0.00003661125,0.00006480887,0.00008170519],"domain_scores_gemma":[0.9996057,0.00006580215,0.00006488449,0.00003898098,0.0001149747,0.0001095499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001606448,0.003949316,0.1963571,0.0008345395,0.0001710088,0.09889177,0.0008509485,0.0005215424,0.031496,0.00605301,0.03971913,0.6195491],"study_design_scores_gemma":[0.0002918621,0.002416506,0.5505407,0.0008327701,0.0001651685,0.273804,0.001054622,0.001703698,0.01529875,0.004467579,0.1493611,0.00006323529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.633692,0.004244594,0.006157277,0.003704709,0.0006848155,0.0008084091,0.002086985,0.0004827853,0.3481384],"genre_scores_gemma":[0.8903325,0.001541682,0.001734825,0.00244668,0.0002811631,0.0001462926,0.001031546,0.00004570856,0.1024396],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04494855,"threshold_uncertainty_score":0.1503679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333462743972562,"score_gpt":0.353254722311281,"score_spread":0.3199200948715554,"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."}}