{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123737,0.00008985713,0.0001514632,0.00006441844,0.0001580759,0.00003091405,0.00002096333,0.00003250896,0.0002943519],"category_scores_gemma":[0.00004317351,0.00004411629,0.00008961944,0.00007805278,0.00002435704,0.000105146,0.000015421,0.00006886968,0.00002750391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008024179,"about_ca_system_score_gemma":0.00005721801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005194817,"about_ca_topic_score_gemma":0.00001986836,"domain_scores_codex":[0.9993108,0.0000184538,0.000182405,0.0001188865,0.0002016728,0.0001677817],"domain_scores_gemma":[0.9994456,0.00001035727,0.0001000737,0.0001639674,0.0001128831,0.0001671415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001455981,0.0001530931,0.471298,0.00001784344,0.0005333343,0.4657729,0.0002006153,0.00002437787,0.0002412292,0.00004063235,0.0003322951,0.06124001],"study_design_scores_gemma":[0.002562097,0.0002666095,0.01118005,0.000150493,0.0002826291,0.9804019,0.0001279123,0.00004950367,0.001457425,0.000126458,0.003302918,0.0000919789],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729337,0.0002493194,0.02282183,0.001249733,0.0001047986,0.0000937951,0.00000132939,0.00002774719,0.002517775],"genre_scores_gemma":[0.9963636,0.00007318742,0.001450984,0.00008152849,0.0002045081,0.000002334851,0.000002346901,0.00001813197,0.001803319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514629,"threshold_uncertainty_score":0.3222947,"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."}}