{"id":"W4406364059","doi":"10.1007/s00270-024-03955-y","title":"Transarterial Radioembolisation with Y90 Resin Microspheres and the Effect of Reimbursement Criteria in France: Final Results of the CIRT-FR Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Centre Hospitalier Universitaire de Poitiers; Sirtex Medical; Centre Hospitalier Universitaire de Bordeaux; Assistance publique-Hôpitaux de Paris; Institut Gustave-Roussy; Institut National de la Santé et de la Recherche Médicale; ITEA","keywords":"Medicine; Reimbursement; Observational study; Hepatocellular carcinoma; Adverse effect; Internal medicine; Microsphere; Prospective cohort study; Oncology; Health care","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":[0.009825925,0.0006890043,0.001007722,0.001417737,0.000336492,0.001784379,0.000593896,0.0008239834,0.001149056],"category_scores_gemma":[0.01448238,0.0003197265,0.001910465,0.001964471,0.0004487618,0.0007527715,0.0006582757,0.0004892864,0.0002445767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585221,"about_ca_system_score_gemma":0.001305172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039763,"about_ca_topic_score_gemma":0.006036737,"domain_scores_codex":[0.9905553,0.005662743,0.0007878366,0.001130687,0.001277846,0.0005854503],"domain_scores_gemma":[0.982533,0.005086681,0.008846047,0.001175312,0.00154239,0.0008165479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114425,0.00007135033,0.9955375,0.00003256261,0.0004640606,0.00005571,0.00009499573,0.0001203895,0.00008369509,0.00003045785,0.000227239,0.002167602],"study_design_scores_gemma":[0.0001133638,0.0004531005,0.9981226,0.00002136008,0.0001686834,0.0001275666,0.000111972,0.0003672088,0.00004024457,0.00001433703,0.0004486786,0.00001082283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996678,0.001713914,0.0003220161,0.0001389842,0.00001693718,0.0000337853,0.0007759792,0.000008397459,0.0003119623],"genre_scores_gemma":[0.99823,0.0002705186,0.0001760587,0.00009826637,0.00004840903,0.0000378517,0.001055307,0.000006409428,0.00007711691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039763,"threshold_uncertainty_score":0.05196512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629361736634055,"score_gpt":0.2827335440226699,"score_spread":0.2464399266563294,"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."}}