{"id":"W4253901210","doi":"10.1097/aln.0b013e3182690d90","title":"In Reply","year":2012,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001350564,0.0000402484,0.0001103448,0.000058286,0.000008321543,5.906727e-7,0.00002307996,0.00003620678,0.0004036048],"category_scores_gemma":[0.00001443765,0.00003122784,0.00002191287,0.00006074351,0.00002039705,0.00002912778,0.000007706004,0.00005877789,0.0002922188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000674207,"about_ca_system_score_gemma":0.000006423697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005712842,"about_ca_topic_score_gemma":0.000004404181,"domain_scores_codex":[0.9996219,0.00002395011,0.00008416878,0.00007200721,0.00003235792,0.0001655677],"domain_scores_gemma":[0.9997883,0.00001769596,0.000009313882,0.000126393,0.000005452008,0.00005286337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103956,0.00037987,0.9637182,0.00002817728,0.00001287111,0.0001782258,0.0005167683,2.228137e-7,0.001590585,0.00996874,0.01651199,0.006983932],"study_design_scores_gemma":[0.0003983482,0.00009106655,0.62722,0.000004357666,0.000009638537,0.0001143949,0.00004408054,8.627242e-7,0.0004349641,0.0000944173,0.371561,0.00002679144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848703,0.0003112186,0.000005525378,0.004007482,0.00009533652,0.0001219217,4.089822e-8,0.00002280858,0.01056543],"genre_scores_gemma":[0.9701037,0.00007710232,0.0002599102,0.02812325,0.00008057859,0.00001184774,0.00000168071,0.000004924618,0.001337007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.355049,"threshold_uncertainty_score":0.4419189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975777280627486,"score_gpt":0.2793357207543786,"score_spread":0.2595779479481037,"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."}}