{"id":"W2945019575","doi":"10.24908/pocus.v1i1.13218","title":"Case File: Shocking out with severe hypoxia","year":2016,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Auscultation; Hypoxia (environmental); Anesthesia; Pulmonary edema; Respiratory distress; Cardiology; Internal medicine; Lung","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001487013,0.0000832814,0.0001378102,0.00006983334,0.0001336717,0.00002929709,0.00002763982,0.00004252318,0.001309386],"category_scores_gemma":[0.0001148466,0.00003992872,0.00008142513,0.00005595807,0.00003548941,0.0001164895,0.00001149547,0.0001665731,0.0001105488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000702482,"about_ca_system_score_gemma":0.0001053179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000041095,"about_ca_topic_score_gemma":0.00001331818,"domain_scores_codex":[0.9993326,0.00002851178,0.0001374604,0.00009414714,0.0002233301,0.0001839411],"domain_scores_gemma":[0.9994211,0.00008945834,0.00007671432,0.0001049497,0.0001212557,0.0001865074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001502306,0.000170251,0.1307628,0.00008776062,0.0006816426,0.1235284,0.002992839,0.00002062939,0.01533561,0.0001300614,0.2303403,0.4944474],"study_design_scores_gemma":[0.01216263,0.0006305173,0.1479454,0.002115688,0.0006202672,0.708115,0.001331711,0.00004570969,0.001791222,0.0008811287,0.1237037,0.0006569763],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748325,0.0002309543,0.002264122,0.002996648,0.001410181,0.0001414303,0.00003719401,0.00004356869,0.01804339],"genre_scores_gemma":[0.9957342,0.00003673762,0.0009245034,0.0001114295,0.001214007,0.000002527527,0.000002576191,0.00001632433,0.001957669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5845867,"threshold_uncertainty_score":0.9996036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172578078908569,"score_gpt":0.2643588182278035,"score_spread":0.2471010103369466,"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."}}