{"id":"W2126608076","doi":"10.1136/bmjopen-2012-000916","title":"Interrogating a clinical database to study treatment of hypotension in the critically ill","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Medicine; Critically ill; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001915059,0.00006854579,0.0002613143,0.00002832431,0.00002368667,0.0000107448,0.0001482463,0.00002412617,0.00002461158],"category_scores_gemma":[0.0008041642,0.00003836859,0.00003768149,0.00008427665,0.00001633044,0.00005141059,0.000101011,0.00006873037,0.00002299658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940583,"about_ca_system_score_gemma":0.00003696932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582766,"about_ca_topic_score_gemma":0.00005616497,"domain_scores_codex":[0.9989599,0.0002550205,0.0003465663,0.0001256619,0.0001619179,0.0001509258],"domain_scores_gemma":[0.999068,0.0002613466,0.00003495818,0.0004697708,0.00006892802,0.00009704981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001356566,0.01006871,0.7927789,0.00002670278,0.0001016662,0.0001512504,0.02198601,0.000001016385,0.001136024,0.0001179976,0.0002085666,0.1720666],"study_design_scores_gemma":[0.008143088,0.007430097,0.9503855,0.0005354811,0.0001216463,0.00007722947,0.0296772,0.0003380965,0.0007455636,0.00002993163,0.002357069,0.0001591476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922704,0.00001653245,0.0000528817,0.001862308,0.0001668219,0.004531036,0.000003278183,0.000005745733,0.001091062],"genre_scores_gemma":[0.9946031,0.000003716744,0.003719281,0.001067152,0.0002352284,0.0002779887,0.000004608519,0.000008007124,0.00008089496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719074,"threshold_uncertainty_score":0.1564626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3040109813988567,"score_gpt":0.555489233113581,"score_spread":0.2514782517147243,"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."}}