{"id":"W4405403880","doi":"10.1097/aln.0000000000005299","title":"Science, Medicine, and the Anesthesiologist","year":2024,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; MEDLINE; Anesthesia","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":[0.005070661,0.0008174291,0.0009929555,0.007732424,0.00178929,0.009051363,0.001165862,0.003391121,0.1031374],"category_scores_gemma":[0.02964938,0.000399059,0.0006707381,0.007284734,0.001728014,0.007168396,0.003369013,0.003901344,0.02795392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194499,"about_ca_system_score_gemma":0.008186001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945277,"about_ca_topic_score_gemma":0.004015601,"domain_scores_codex":[0.9949816,0.001601414,0.0007945976,0.0003061469,0.001999885,0.0003164246],"domain_scores_gemma":[0.9781318,0.008872226,0.001342554,0.0006844188,0.008019593,0.002949475],"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":[0.00001832247,0.0000170915,0.000248048,0.002446546,0.00001220458,0.0001259025,0.0005512728,0.00002297155,0.0001764202,0.004356712,0.8368251,0.1551993],"study_design_scores_gemma":[0.000003823963,0.000008387792,0.0004044086,0.00263561,0.000004371503,0.0001600344,0.0004915557,0.000004128425,0.00001678199,0.001005695,0.995261,0.00000407683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006486496,0.4649618,0.001139063,0.2207593,0.1568707,0.0002526499,0.0007066238,0.00008611634,0.1545751],"genre_scores_gemma":[0.01449701,0.6130341,0.00347097,0.1072832,0.1376528,0.0004207469,0.001250131,0.0001258781,0.1222651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1031374,"threshold_uncertainty_score":0.3450288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329173376174434,"score_gpt":0.2733466413646889,"score_spread":0.2200549076029446,"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."}}