{"id":"W4399418460","doi":"10.1016/j.revmed.2024.04.021","title":"Os de verre, foie multinodulaire, ascite réfractaire : la clé du diagnostic était vasculaire… et moléculaire","year":2024,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002260302,0.0009085279,0.001177807,0.0004846092,0.0001533148,0.000478546,0.0006787344,0.0006151777,0.002522247],"category_scores_gemma":[0.002761828,0.00092731,0.0009426034,0.0006685737,0.0003272217,0.0004837095,0.0006679045,0.001518517,0.001884174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350349,"about_ca_system_score_gemma":0.0004277765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261183,"about_ca_topic_score_gemma":0.0009291362,"domain_scores_codex":[0.9946307,0.0007941752,0.001127626,0.001328938,0.0006432699,0.001475316],"domain_scores_gemma":[0.9939045,0.003833389,0.0002291015,0.001101424,0.0001467174,0.0007848457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001879367,0.003112665,0.3177276,0.007034723,0.002243303,0.06006154,0.00328399,0.0006586332,0.0005366923,0.1278327,0.1699852,0.3073351],"study_design_scores_gemma":[0.003417337,0.0005937046,0.442991,0.02365654,0.001746148,0.00305103,0.0004513827,0.02025596,0.0003551477,0.001451165,0.5012418,0.000788821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088616,0.1118037,0.01967742,0.104262,0.007875181,0.002397007,0.0002017309,0.001031983,0.04388934],"genre_scores_gemma":[0.9610192,0.01320684,0.0008645636,0.003679519,0.003718512,0.0004329649,0.0001891911,0.0003202095,0.01656906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312567,"threshold_uncertainty_score":0.9993178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008010629839274478,"score_gpt":0.284509987331995,"score_spread":0.2764993574927205,"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."}}