{"id":"W3193594588","doi":"10.1007/s00345-021-03804-4","title":"Prioritization of risk situations in neuro-urology: guidelines from Association Française d’Urologie (AFU), Association Francophone Internationale des Groupes d’Animation de la Paraplégie (A.F.I.G.A.P.), Groupe de Neuro-urologie de Langue Française (GENULF), Société Française de Médecine Physique et de Réadaptation (SOFMER) and Société Interdisciplinaire Francophone d’UroDynamique et de Pelvi-Périnéologie (SIFUD-PP)","year":2021,"lang":"fr","type":"article","venue":"World Journal of Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Delphi method; Context (archaeology); Spinal cord injury; Physical therapy; Psychiatry; Spinal cord","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009311759,0.0006316404,0.00131696,0.0008589598,0.0003326091,0.0001102854,0.0005056182,0.00128039,0.0003069734],"category_scores_gemma":[0.0244512,0.0007112758,0.0004531663,0.001294037,0.0004682111,0.0007653217,0.0003216946,0.00328676,0.00001450827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008822,"about_ca_system_score_gemma":0.003788685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476176,"about_ca_topic_score_gemma":0.02084188,"domain_scores_codex":[0.987148,0.007849619,0.002042082,0.0007411164,0.0007871155,0.001432041],"domain_scores_gemma":[0.9805779,0.01499417,0.002079486,0.0004010434,0.001519706,0.0004277412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002518435,0.001670993,0.8620981,0.0002810924,0.0007551385,0.001110939,0.02236351,0.03293975,0.04438879,0.0004964402,0.005082979,0.02629386],"study_design_scores_gemma":[0.007208718,0.001164987,0.9269418,0.0002334625,0.000651989,0.0004832107,0.001650119,0.02579111,0.001069228,0.03133349,0.003050444,0.0004214119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672202,0.02983152,0.06219331,0.03834263,0.001085975,0.0005180718,0.0002545438,0.0000844047,0.0004693687],"genre_scores_gemma":[0.9338476,0.0502431,0.01009287,0.003844019,0.001304396,0.00007765942,0.0002351072,0.0001210543,0.0002342123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06662741,"threshold_uncertainty_score":0.9995338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134071781880973,"score_gpt":0.339434439539478,"score_spread":0.3180937217206682,"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."}}