{"id":"W4318754573","doi":"10.53738/revmed.2023.19.812.225","title":"Médecine d’urgence : ce qui a changé en 2022","year":2023,"lang":"fr","type":"article","venue":"Revue Médicale Suisse","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","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":[0.003970536,0.0006760996,0.0008248094,0.001182824,0.001346254,0.005419875,0.0008252226,0.0057804,0.03305968],"category_scores_gemma":[0.01411467,0.0002493343,0.0007258893,0.0007535323,0.002127884,0.00447502,0.001643406,0.00597023,0.01163183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085293,"about_ca_system_score_gemma":0.005477685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007434482,"about_ca_topic_score_gemma":0.01044063,"domain_scores_codex":[0.9971083,0.00101099,0.0002290663,0.0002535344,0.0009354836,0.0004626433],"domain_scores_gemma":[0.9905875,0.002676334,0.0006921818,0.0003388401,0.003355986,0.002349069],"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":[0.0001023597,0.00008100304,0.001878096,0.0007145164,0.00003866453,0.001037808,0.0003005998,0.0001941462,0.0004406759,0.02922926,0.7970145,0.1689684],"study_design_scores_gemma":[0.0000083563,0.00001958831,0.001171234,0.0004006401,0.000003658425,0.0006719455,0.0003159907,0.00003461953,0.00004164931,0.002223129,0.9950976,0.00001165067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001870136,0.1313421,0.0008952507,0.6945976,0.1378902,0.00002062843,0.000344505,0.0001773538,0.03286215],"genre_scores_gemma":[0.0833497,0.2290188,0.007127471,0.313199,0.2551004,0.0001203786,0.001050104,0.0004670513,0.1105672],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03305968,"threshold_uncertainty_score":0.1105956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449877203152558,"score_gpt":0.3087662259885473,"score_spread":0.2842674539570217,"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."}}