{"id":"W2945402503","doi":"10.24908/pocus.v1i2.13253","title":"Case Report: Hemoptysis localization – hearing with your eyes","year":2016,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Auscultation; Medicine; Peripheral; Breathing; Airway; Respiratory sounds; Vignette; Radiology; Surgery; Asthma; Internal medicine; Anesthesia; Psychology","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":[0.0004319497,0.002285472,0.001237031,0.002568221,0.004511182,0.002285157,0.001564442,0.006980613,0.005020869],"category_scores_gemma":[0.003233934,0.000813198,0.001506306,0.002361597,0.001436292,0.003234707,0.002015641,0.005467724,0.001554605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776521,"about_ca_system_score_gemma":0.001198372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00460794,"about_ca_topic_score_gemma":0.005003448,"domain_scores_codex":[0.9991659,0.00009691359,0.00007651669,0.0001942288,0.0001233836,0.0003430849],"domain_scores_gemma":[0.9985372,0.0003163026,0.0003089015,0.00009897161,0.0001112391,0.0006273013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000164528,0.00003467728,0.001979348,0.00001533325,0.000005116816,0.9962814,0.0001383553,0.0000336924,0.0001461563,0.0002055946,0.0006238428,0.0005200289],"study_design_scores_gemma":[0.000005957688,0.00002209652,0.0009803205,0.00001142162,0.000004514988,0.9980007,0.0001918661,0.00007596378,0.00006982711,0.0002288011,0.000401032,0.000007429829],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681193,0.01407126,0.01044462,0.04057279,0.00336196,0.0006760277,0.001383252,0.0006050766,0.06076568],"genre_scores_gemma":[0.983466,0.002387658,0.002095553,0.004092231,0.002668514,0.00005532085,0.0002018917,0.00005580937,0.004977135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006980613,"threshold_uncertainty_score":0.01679641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271923252793326,"score_gpt":0.281658240951471,"score_spread":0.2544659156721384,"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."}}