{"id":"W7093330139","doi":"10.63209/2025.1583","title":"Sélection et utilisation écoresponsables des médicaments en inhalation à l’Institut universitaire de cardiologie et de pneumologie de Québec–Université Laval","year":2025,"lang":"","type":"article","venue":"Pharmactuel","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Inhalation; Multimeter; Occupational exposure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001994143,0.0004038638,0.0004381447,0.0006686866,0.0007224078,0.00007422014,0.0002798059,0.00042759,0.0002136577],"category_scores_gemma":[0.0009019445,0.0004366651,0.0002724338,0.0006311557,0.0003726351,0.0006629921,0.0001764035,0.0008177412,0.00004394536],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005479373,"about_ca_system_score_gemma":0.009072944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00569301,"about_ca_topic_score_gemma":0.000889261,"domain_scores_codex":[0.9960182,0.00198324,0.0004322426,0.0005258773,0.0003259198,0.0007145543],"domain_scores_gemma":[0.9981789,0.0007033931,0.0002299394,0.0002943922,0.0002956777,0.0002977048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00625416,0.0009761665,0.5409382,0.0009537527,0.001852586,0.001052403,0.01830177,0.0388853,0.2960246,0.004439829,0.01777255,0.0725487],"study_design_scores_gemma":[0.01644479,0.0009214805,0.5778288,0.001620731,0.004403518,0.0004598119,0.0212054,0.06154208,0.175373,0.001113747,0.1375347,0.001551931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415053,0.00182105,0.0235265,0.005424341,0.0007502732,0.0006860684,0.00004216721,0.0002757816,0.02596857],"genre_scores_gemma":[0.9850358,0.007014862,0.0005053181,0.00346103,0.0001590465,0.00001374745,0.00006137112,0.00003034919,0.003718521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206516,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300695588979775,"score_gpt":0.3432698538318971,"score_spread":0.3102628979420993,"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."}}