{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529894,0.0005414258,0.0004416348,0.0004734258,0.001705446,0.0006838685,0.0006598142,0.002383548,0.09359423],"category_scores_gemma":[0.004563026,0.0001825214,0.0002423904,0.0006196234,0.000266653,0.0008863177,0.0008236372,0.001886123,0.01081945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008758069,"about_ca_system_score_gemma":0.001151854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00468791,"about_ca_topic_score_gemma":0.005169195,"domain_scores_codex":[0.9997528,0.00004784584,0.00003222257,0.0000471975,0.00004240387,0.00007750557],"domain_scores_gemma":[0.9988244,0.0003925627,0.0001384247,0.00005404,0.0001673622,0.0004230831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0002104327,0.0002193392,0.01059653,0.0001368522,0.00001470184,0.4738034,0.000691381,0.0002680286,0.0002391373,0.001951885,0.50158,0.01028833],"study_design_scores_gemma":[0.0001611717,0.0002133625,0.02292346,0.001028958,0.00002995324,0.7414715,0.002568718,0.001323716,0.0003933167,0.006500207,0.2233024,0.00008323597],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2560832,0.005884141,0.006824338,0.3423207,0.01376309,0.001554861,0.05762563,0.001371403,0.3145728],"genre_scores_gemma":[0.8067034,0.004701417,0.004544989,0.04900938,0.01176486,0.0003707761,0.01756531,0.0004633597,0.1048766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09359423,"threshold_uncertainty_score":0.3131039,"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."}}