{"id":"W2124134302","doi":"10.1007/s00134-015-3857-3","title":"Early goal-directed therapy: from discovery through enthusiasm to equipoise?","year":2015,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Pain medicine; Enthusiasm; Medicine; Anesthesiology; LEAPS; Intensive care medicine; MEDLINE; Anesthesia; Psychology; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001357276,0.0007504807,0.001160305,0.0002022556,0.00007814054,0.00005405409,0.0008418882,0.001074571,0.006457634],"category_scores_gemma":[0.0007822989,0.0005023619,0.0002164762,0.0004336711,0.0003629726,0.0001250197,0.0001318699,0.002130852,0.00231485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977279,"about_ca_system_score_gemma":0.0001395528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968494,"about_ca_topic_score_gemma":0.00003900952,"domain_scores_codex":[0.9957901,0.000440406,0.0006972019,0.00134552,0.0009869493,0.0007398008],"domain_scores_gemma":[0.9925089,0.0008438621,0.0003345876,0.001116749,0.004957698,0.0002382052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002707718,0.00004749444,0.0009734738,0.00001454359,0.0005189031,0.0008231482,0.05192069,1.016378e-7,0.0001238072,0.00005047547,0.9430749,0.002181634],"study_design_scores_gemma":[0.001604901,0.001250859,0.0278193,0.0005246268,0.0001349393,0.00002584818,0.01873336,5.745897e-8,0.00001318041,0.002128984,0.9471978,0.0005661488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0689242,0.009356138,0.0001180036,0.8428888,0.0216998,0.001040978,0.0009843498,0.00025898,0.05472874],"genre_scores_gemma":[0.02789007,0.00009414909,0.0001414896,0.9178138,0.0206115,0.0003309149,0.005256206,0.0001156133,0.02774627],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07492498,"threshold_uncertainty_score":0.9997428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0882549928889167,"score_gpt":0.4016040605878844,"score_spread":0.3133490676989677,"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."}}