{"id":"W6920425756","doi":"10.60692/tx5nm-2mm05","title":"International Analgesia, Sedation, and Delirium Practices: a prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Sedation; Prospective cohort study; Sedative; Benzodiazepine; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001797092,0.0004233763,0.0004419717,0.001083091,0.0007521681,0.0009554274,0.0004480932,0.0004812112,0.001310691],"category_scores_gemma":[0.00353613,0.0006297829,0.0007818972,0.001726938,0.0004046003,0.001208648,0.001020132,0.0007815344,0.0003267898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946261,"about_ca_system_score_gemma":0.0007837333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026497,"about_ca_topic_score_gemma":0.01398877,"domain_scores_codex":[0.9988629,0.0002289173,0.0001874722,0.0003341825,0.0001769315,0.0002096604],"domain_scores_gemma":[0.99694,0.0003218351,0.001447798,0.0004265461,0.0003618286,0.0005019906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060299,0.00003866832,0.9992213,0.000005196391,0.0000387209,0.00002823762,0.0001385408,0.00001104198,0.00005937734,0.000009509322,0.00004565972,0.0002976945],"study_design_scores_gemma":[0.00001851541,0.0002605108,0.9986913,0.000009691898,0.00004310927,0.0001552108,0.0005146494,0.0001074091,0.00003583064,0.00001197519,0.0001446966,0.00000709094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993215,0.0000737759,0.00007482736,0.00001716307,0.000003050754,0.00002307111,0.0003434857,0.00000167614,0.0001415498],"genre_scores_gemma":[0.998968,0.00009277198,0.0001712554,0.00003860951,0.000007984493,0.00004299019,0.0005861871,0.000002990161,0.00008929559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026497,"threshold_uncertainty_score":0.02041042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282174075612088,"score_gpt":0.2481866291408895,"score_spread":0.2353648883847686,"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."}}