{"id":"W1964234528","doi":"10.1186/cc5295","title":"Intensive insulin therapy and indications for intensive care admission","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Intensive care; Insulin; Emergency medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235361,0.0003130316,0.0006443064,0.0007250095,0.0004831225,0.0008635819,0.0003223661,0.0006044478,0.00296576],"category_scores_gemma":[0.01227147,0.0001743589,0.000576356,0.001069995,0.0006073476,0.0006267916,0.0005339126,0.001185609,0.0001768019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008784491,"about_ca_system_score_gemma":0.001695104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481656,"about_ca_topic_score_gemma":0.000884257,"domain_scores_codex":[0.9954717,0.002126601,0.0008650757,0.0002853,0.0009880908,0.0002632262],"domain_scores_gemma":[0.9901578,0.00370895,0.003678128,0.0003439262,0.0006187175,0.001492508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04209402,0.002597011,0.9010732,0.0005353757,0.0003291886,0.0004607883,0.0004764508,0.0009480146,0.002350274,0.0007855155,0.0006471492,0.04770295],"study_design_scores_gemma":[0.001119537,0.01686362,0.9760351,0.0002403658,0.0001286156,0.0006266014,0.0004495354,0.0006978803,0.0007026999,0.0004490848,0.002636959,0.00004989636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908687,0.002040175,0.0007365002,0.0002906074,0.00008736732,0.0008931716,0.0006710619,0.00001071496,0.004401794],"genre_scores_gemma":[0.9938102,0.0009724049,0.001791957,0.0004263533,0.0001522913,0.001564543,0.0006942578,0.000007839714,0.0005801765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00296576,"threshold_uncertainty_score":0.01182193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115274998263037,"score_gpt":0.3634180132612546,"score_spread":0.3222652632786242,"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."}}