{"id":"W4404469931","doi":"10.1213/ane.0000000000006984","title":"The World Federation of Societies of Anaesthesiologists’ Fellowship Programs: Past, Present, and Future","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Subspecialty; Anesthesiology; Medical education; Family medicine; Nursing; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006711266,0.0005149463,0.0003185743,0.001966824,0.001552698,0.002746693,0.001027278,0.002745124,0.01005006],"category_scores_gemma":[0.01223994,0.0002471549,0.0003679177,0.002055824,0.001337863,0.003119776,0.002149957,0.003326384,0.002350978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914778,"about_ca_system_score_gemma":0.01171713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006920158,"about_ca_topic_score_gemma":0.01601111,"domain_scores_codex":[0.9972069,0.0006178175,0.0002198015,0.0001961719,0.0007479392,0.001011397],"domain_scores_gemma":[0.9815791,0.0008823079,0.001605594,0.0002097867,0.004748444,0.01097486],"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":[0.00006543865,0.0001399349,0.02078129,0.0005518051,0.00001682051,0.0001325963,0.0003200408,0.0001100086,0.0001063586,0.003531991,0.5640277,0.410216],"study_design_scores_gemma":[0.00003096506,0.0001066737,0.04568965,0.00292659,0.00001224072,0.0007148246,0.001232132,0.0001674645,0.00005479417,0.001431329,0.947606,0.0000273138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0203061,0.2435107,0.002130837,0.5614699,0.0996927,0.0002193816,0.001282441,0.0003465289,0.07104146],"genre_scores_gemma":[0.2970949,0.4928146,0.01500389,0.0779672,0.0596147,0.0008272456,0.004686234,0.0002770318,0.05171427],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01005006,"threshold_uncertainty_score":0.03549296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150848222526647,"score_gpt":0.2725007398771511,"score_spread":0.2574159176244864,"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."}}