{"id":"W4394621912","doi":"10.1097/aln.0000000000004976","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Pain medicine; Intensive care medicine; 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":[0.002398186,0.0006513772,0.0009651276,0.003351043,0.001548761,0.00526068,0.000921896,0.004673091,0.07099316],"category_scores_gemma":[0.01649902,0.0003174919,0.000539238,0.003401267,0.001703732,0.003198501,0.002278893,0.004534861,0.0188443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261192,"about_ca_system_score_gemma":0.004861211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388776,"about_ca_topic_score_gemma":0.002808737,"domain_scores_codex":[0.9976942,0.0007232905,0.0003485846,0.0002555675,0.0007873919,0.000190966],"domain_scores_gemma":[0.9883116,0.004767718,0.001212596,0.000347762,0.003284319,0.002075998],"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":[0.00004380989,0.00002302526,0.0004963921,0.002752812,0.00002592006,0.0001337694,0.0001806665,0.00001991628,0.0001374919,0.002381677,0.8194851,0.1743196],"study_design_scores_gemma":[0.00001424762,0.0000185536,0.0008215597,0.00287045,0.00001803321,0.000247164,0.0002121734,0.000005695464,0.00003874145,0.001524908,0.9942217,0.000006751357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000592351,0.4788995,0.0003321372,0.2706543,0.1992398,0.00008580672,0.0003620897,0.00006490022,0.04976911],"genre_scores_gemma":[0.0102907,0.5617325,0.0006882542,0.1437977,0.2475196,0.0001488622,0.0004662069,0.00005916374,0.03529708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07099316,"threshold_uncertainty_score":0.2374958,"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."}}