{"id":"W4411805120","doi":"10.3917/spub.pr2.0075","title":"SeSaME : Service Sanitaire, un Modèle validé par les Étudiants d’une faculté de médecine, bilans et perspectives","year":2025,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001396394,0.0004530764,0.0004994799,0.0004472216,0.001384158,0.0001453588,0.0005019006,0.0009157849,0.003408763],"category_scores_gemma":[0.001212827,0.0004372555,0.000144681,0.002739451,0.0001595299,0.0009350194,0.000226033,0.00170249,0.0004431123],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009596199,"about_ca_system_score_gemma":0.01117043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005814067,"about_ca_topic_score_gemma":0.01136157,"domain_scores_codex":[0.9944372,0.00275476,0.0008279833,0.0006937034,0.0003621448,0.0009241889],"domain_scores_gemma":[0.9955881,0.0008903749,0.0003547045,0.0005736922,0.002280345,0.0003128073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004013143,0.002007791,0.05472251,0.00110266,0.000322646,0.00001665293,0.07964211,0.0001160069,0.001540163,0.5564625,0.2980443,0.005621324],"study_design_scores_gemma":[0.002177507,0.0001330893,0.483705,0.002670995,0.0001546336,0.00001033058,0.3114367,0.001739723,0.0005994026,0.04915759,0.1475468,0.000668236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.393229,0.00489084,0.004932578,0.5458871,0.003563721,0.001295497,0.0004023043,0.0002294752,0.04556949],"genre_scores_gemma":[0.9332754,0.0009839403,0.002560524,0.03264568,0.0006409135,0.0004237213,0.000211045,0.00006434041,0.02919442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5400464,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139811685836236,"score_gpt":0.4038278865464116,"score_spread":0.3724297696880493,"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."}}