{"id":"W3093783062","doi":"10.14740/jmc3583","title":"Cerebral Air Embolism: The Importance of Computed Tomography Evaluation","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computed tomography; Subarachnoid haemorrhage; Radiology; Air embolism; Subarachnoid hemorrhage; Surgery; Aneurysm; Complication","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":[0.0007250991,0.001004038,0.001003355,0.003127416,0.0007843946,0.001556681,0.001050307,0.002413066,0.001536431],"category_scores_gemma":[0.006599247,0.0003953452,0.0003615168,0.001383125,0.001283194,0.002551709,0.0007286661,0.0021347,0.0007969084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100515,"about_ca_system_score_gemma":0.0008621645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641156,"about_ca_topic_score_gemma":0.001367967,"domain_scores_codex":[0.9991193,0.0002159957,0.0001725132,0.00009415279,0.0002722573,0.0001257295],"domain_scores_gemma":[0.9971904,0.001445525,0.0004181055,0.0001414544,0.0005123927,0.0002921456],"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":[0.0001313116,0.0001123984,0.1194851,0.0007568077,0.00008118591,0.6888741,0.0008834159,0.0004824002,0.00334025,0.002158796,0.01281824,0.170876],"study_design_scores_gemma":[0.000008923817,0.00003032068,0.01460777,0.0005197488,0.00004795355,0.9712268,0.00066474,0.0005072984,0.0004267365,0.001279018,0.01064771,0.00003304287],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3441132,0.5114182,0.02510293,0.04864917,0.005240031,0.0003232067,0.0003093855,0.0007035906,0.06414021],"genre_scores_gemma":[0.8303784,0.1424925,0.007941576,0.004888398,0.01114604,0.0000517936,0.0002216484,0.0001017692,0.002777877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003127416,"threshold_uncertainty_score":0.005139887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457464754226204,"score_gpt":0.3169266205879398,"score_spread":0.2723519730456778,"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."}}