{"id":"W7078557599","doi":"","title":"Faits saillants de la première enquête pancanadienne multidisciplinaire sur le personnel infirmier spécialisé en radio-oncologie","year":2025,"lang":"fr","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; Sunnybrook Health Science Centre; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Victoria","funders":"","keywords":"Context (archaeology); Radiation oncology; Primary care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04773564,0.0007066594,0.001240091,0.002920823,0.002592905,0.00800265,0.001814644,0.002027023,0.01237051],"category_scores_gemma":[0.1301337,0.0007412896,0.00190156,0.004781229,0.002158345,0.005286457,0.005178394,0.003265508,0.001847955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008828199,"about_ca_system_score_gemma":0.02169075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03195221,"about_ca_topic_score_gemma":0.0655869,"domain_scores_codex":[0.9571904,0.02081312,0.004677165,0.004328425,0.01067384,0.002316997],"domain_scores_gemma":[0.8498656,0.08180482,0.02087434,0.00555094,0.03498318,0.006921221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001284348,0.0003250371,0.3144706,0.01942344,0.001584952,0.0006927536,0.1323083,0.00139064,0.003237062,0.01592925,0.02399466,0.4853589],"study_design_scores_gemma":[0.0001026355,0.001009169,0.5656574,0.02140715,0.001255348,0.001046573,0.09675775,0.001296371,0.002311685,0.007893169,0.3009693,0.0002934584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588646,0.1345712,0.05382415,0.07317188,0.003810852,0.001302807,0.005456342,0.0003128869,0.0686854],"genre_scores_gemma":[0.9080366,0.03639553,0.02448023,0.01238202,0.001000999,0.001655106,0.002211306,0.000294263,0.01354402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9911718,"threshold_uncertainty_score":0.2524533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148048002670863,"score_gpt":0.236903829781689,"score_spread":0.2154233497549804,"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."}}