{"id":"W4402582996","doi":"10.1016/j.chest.2024.06.3596","title":"PARADOXICAL HYPOXEMIA POST-BIPAP INITITAION: A CASE REPORT","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"aTyr; Mallinckrodt Pharmaceuticals; United Therapeutics Corporation; FibroGen","keywords":"Hypoxemia; Medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004613696,0.003106596,0.00178376,0.003210657,0.003449656,0.002738301,0.002641761,0.01091451,0.003370761],"category_scores_gemma":[0.004610222,0.001723377,0.002145904,0.001910332,0.002310607,0.003509992,0.002418727,0.006333017,0.001715462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994555,"about_ca_system_score_gemma":0.00173487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004409,"about_ca_topic_score_gemma":0.002661507,"domain_scores_codex":[0.9989917,0.0001233936,0.0001171082,0.0002586188,0.0001359539,0.0003732697],"domain_scores_gemma":[0.9969319,0.0009527475,0.0006545275,0.0002932765,0.0002147507,0.0009527811],"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":[0.00001627585,0.00002971582,0.002574576,0.00001357608,0.000006120473,0.9966211,0.00005656253,0.00002858942,0.0001644222,0.00006377194,0.0001288175,0.0002964176],"study_design_scores_gemma":[0.00001143957,0.00006048342,0.00243142,0.00001499088,0.0000155269,0.9964922,0.0001671449,0.0001936889,0.0001810262,0.0001738243,0.0002448775,0.00001349423],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415771,0.01064036,0.009607946,0.01222164,0.002334533,0.0006324141,0.0006769098,0.0004210003,0.0218881],"genre_scores_gemma":[0.9872444,0.002560928,0.002001029,0.002085078,0.004156097,0.00007086839,0.0002261769,0.00003831754,0.001616989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091451,"threshold_uncertainty_score":0.01447153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792868475768384,"score_gpt":0.326927614735065,"score_spread":0.2989989299773812,"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."}}