{"id":"W1969289075","doi":"10.1213/ane.0b013e3181ac5461","title":"Emergency Interventional Lung Assist for Pulmonary Hypertension","year":2009,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"Hospital for Sick Children","keywords":"Medicine; Pulmonary hypertension; Intensive care medicine; Lung; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880999,0.0002321296,0.0003804657,0.0001968351,0.0002032766,0.00001619129,0.0001274976,0.0001143842,0.0004293541],"category_scores_gemma":[0.00005526946,0.0001833782,0.0004364875,0.000256493,0.00003826522,0.0001342353,0.00001311475,0.0001383877,0.00009443887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006409925,"about_ca_system_score_gemma":0.00007984627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184447,"about_ca_topic_score_gemma":0.000001386944,"domain_scores_codex":[0.9983001,0.00004904195,0.0003537723,0.0004218055,0.0004244602,0.0004508006],"domain_scores_gemma":[0.9989331,0.00004081622,0.00007801033,0.0003533967,0.0002625186,0.0003321262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006836723,0.01827761,0.4853413,0.0006061635,0.001224846,0.07676371,0.0000521672,0.000008219634,0.03192108,0.008286618,0.2636733,0.1070083],"study_design_scores_gemma":[0.001333543,0.001412998,0.9703207,0.0001546738,0.0002635152,0.006980263,0.00002974178,0.003431943,0.0004057127,0.001867869,0.01356046,0.0002385676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686702,0.004898161,0.0004841326,0.02267772,0.00007373182,0.0009977464,0.000007289185,0.0001556359,0.002035407],"genre_scores_gemma":[0.9920883,0.0002338039,0.001011006,0.001365381,0.000175346,0.00005376461,0.0003000982,0.00002672594,0.004745642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4849795,"threshold_uncertainty_score":0.7477946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116109771336509,"score_gpt":0.3123833817030102,"score_spread":0.281222283989645,"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."}}