{"id":"W4416182368","doi":"10.1016/j.tracli.2025.09.035","title":"Questionnaires non genrés : Impact sur la sécurité du sang","year":2025,"lang":"fr","type":"article","venue":"Transfusion Clinique et Biologique","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Héma-Québec","funders":"","keywords":"MEDLINE; Public health; Data collection; Statistical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02423328,0.0008148534,0.001078401,0.002633657,0.0005994196,0.001953495,0.0008411141,0.001334252,0.01388704],"category_scores_gemma":[0.1158012,0.0002898813,0.001667824,0.002523789,0.0007497418,0.001646307,0.001591574,0.001364895,0.001802927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417687,"about_ca_system_score_gemma":0.002981095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007610698,"about_ca_topic_score_gemma":0.004944308,"domain_scores_codex":[0.9723076,0.02054896,0.001573015,0.0007772034,0.003997746,0.0007955075],"domain_scores_gemma":[0.7825074,0.1894285,0.008125851,0.00236955,0.01321029,0.00435849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002710104,0.002844865,0.778722,0.001907458,0.0007577182,0.000652534,0.01220002,0.0006694777,0.001826642,0.0009007335,0.01112022,0.1856883],"study_design_scores_gemma":[0.0003264839,0.003149749,0.975852,0.0006455158,0.0003532004,0.0003524674,0.005200445,0.0008872552,0.0007357189,0.0003526315,0.01209914,0.00004543363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586214,0.004376034,0.002323778,0.004920654,0.0007198012,0.001061628,0.003541525,0.0001122479,0.02432282],"genre_scores_gemma":[0.9772339,0.002565081,0.002983241,0.001318942,0.000568681,0.001331714,0.001635425,0.00007449164,0.01228836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423328,"threshold_uncertainty_score":0.1281594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169215541681098,"score_gpt":0.3106868820462286,"score_spread":0.2937653278781188,"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."}}