{"id":"W2734573578","doi":"10.1097/00000542-200508000-00030","title":"A Lesson Learned","year":2005,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education","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":[0.00549315,0.001086935,0.0007857183,0.001013957,0.00636519,0.007767383,0.002235019,0.007529614,0.0757836],"category_scores_gemma":[0.0266183,0.0003694561,0.001001899,0.0006195139,0.004747308,0.01197519,0.006740841,0.01741353,0.03736566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311918,"about_ca_system_score_gemma":0.008899233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004343605,"about_ca_topic_score_gemma":0.008314241,"domain_scores_codex":[0.99454,0.001899665,0.0002114601,0.0007406732,0.001825294,0.0007827788],"domain_scores_gemma":[0.9872913,0.002088493,0.0003879795,0.0008977406,0.004252499,0.005081892],"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":[0.00001674103,0.00005748094,0.0004397315,0.0001284354,0.000008809828,0.0003306784,0.001919468,0.00003830831,0.0001087238,0.01548647,0.9186604,0.06280481],"study_design_scores_gemma":[0.00001128117,0.00003929927,0.0002765072,0.0003961353,0.000006368596,0.0009217548,0.002725322,0.00004042938,0.00007708467,0.01669736,0.9787903,0.00001804822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001471931,0.008757104,0.004540622,0.8648638,0.0580759,0.00009167787,0.0003197638,0.0004788995,0.06140034],"genre_scores_gemma":[0.02679814,0.0117642,0.01116268,0.6805447,0.01686277,0.0003049466,0.0005444587,0.0005984305,0.2514197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0757836,"threshold_uncertainty_score":0.2535214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879927031986914,"score_gpt":0.3063897093246136,"score_spread":0.2775904390047445,"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."}}