{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009966552,0.000446026,0.0008312567,0.0002848728,0.0003075078,0.00001830352,0.0003653827,0.0003496371,0.009394841],"category_scores_gemma":[0.001868873,0.0004490899,0.000380975,0.002227667,0.0003472665,0.0001299311,0.0004258847,0.0007389145,0.005947706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942652,"about_ca_system_score_gemma":0.0002131662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790618,"about_ca_topic_score_gemma":0.0001093852,"domain_scores_codex":[0.9964775,0.0002196493,0.0006966635,0.0007661603,0.0005241188,0.001315876],"domain_scores_gemma":[0.9977806,0.0005136557,0.0001328956,0.0007579849,0.0002091624,0.0006056623],"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":[0.000110254,0.0005103603,0.01731871,0.002783612,0.0004848115,0.003636411,0.004371223,0.0000154306,0.005332996,0.007413808,0.8653125,0.09270987],"study_design_scores_gemma":[0.001093622,0.0004181736,0.01080753,0.002474062,0.0004477458,0.0001658265,0.005784603,0.0007423169,0.0006448425,0.001139991,0.9757218,0.0005595246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1020779,0.7042041,0.00015423,0.1404629,0.02228053,0.001199297,0.000420637,0.0006939847,0.02850639],"genre_scores_gemma":[0.08603547,0.1886638,0.0001734818,0.00194517,0.01250505,0.0001959676,0.0002100273,0.0001404711,0.7101305],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6816242,"threshold_uncertainty_score":0.9997961,"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."}}