{"id":"W4408929559","doi":"10.63209/2025.1574","title":"Optimisation du parcours du médicament à la suite de l’implantation du nouveau logiciel informatique GESPHARx8","year":2025,"lang":"fr","type":"article","venue":"Pharmactuel","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent","funders":"Université Laval","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004184562,0.001183447,0.001052492,0.001046976,0.0004869641,0.003667803,0.001377154,0.001496926,0.01539215],"category_scores_gemma":[0.01030916,0.0005364975,0.00131793,0.0008981019,0.0008549841,0.0022185,0.001085103,0.001504196,0.00410717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477134,"about_ca_system_score_gemma":0.004953588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244667,"about_ca_topic_score_gemma":0.005118299,"domain_scores_codex":[0.996043,0.001536671,0.0002597665,0.0006698562,0.001240684,0.0002500605],"domain_scores_gemma":[0.993692,0.003869115,0.0005907674,0.0004105475,0.00126795,0.0001695501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005667742,0.0008592565,0.009491763,0.007954164,0.000623773,0.0005565806,0.0007820957,0.1318109,0.1172845,0.02356006,0.01570262,0.6857066],"study_design_scores_gemma":[0.001897322,0.008708807,0.01827352,0.002385989,0.001733139,0.001958256,0.001047274,0.4206377,0.244901,0.02818562,0.2698964,0.0003750011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1979264,0.02175605,0.6963091,0.006017691,0.0005507252,0.002500221,0.003944057,0.007625992,0.06336977],"genre_scores_gemma":[0.5865235,0.006962693,0.3734578,0.0015382,0.0001865184,0.001255302,0.002939467,0.0007101425,0.02642637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01539215,"threshold_uncertainty_score":0.05149186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393682300324992,"score_gpt":0.4493041213185024,"score_spread":0.3953672983152525,"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."}}