{"id":"W2093643514","doi":"10.1016/j.nephro.2014.07.314","title":"Essai contrôlé randomisé multicentrique d’une membrane greffée à l’héparine pour l’hémodialyse sans héparine, comparée au traitement usuel : résultats de l’essai HepZero","year":2014,"lang":"fr","type":"article","venue":"Néphrologie & Thérapeutique","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Georges-L.-Dumont University Hospital Centre","funders":"","keywords":"Medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004988596,0.001892353,0.003863138,0.0004221977,0.0005527055,0.0001661493,0.001346696,0.001709694,0.001631708],"category_scores_gemma":[0.002638543,0.001615133,0.001110201,0.001101039,0.001674068,0.0004001932,0.0005385733,0.002781885,0.0006629329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868389,"about_ca_system_score_gemma":0.001234384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312078,"about_ca_topic_score_gemma":0.00262639,"domain_scores_codex":[0.9861308,0.003760005,0.002504697,0.002243687,0.001119672,0.004241083],"domain_scores_gemma":[0.9914895,0.003377719,0.0009562697,0.001740886,0.000599237,0.001836403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05620389,0.04268921,0.05526292,0.004392869,0.007679219,0.003258448,0.00734025,0.0239113,0.2287402,0.09993998,0.02004831,0.4505334],"study_design_scores_gemma":[0.1713994,0.003613538,0.1236986,0.0005977084,0.005622379,0.0006982365,0.0007971257,0.03976142,0.03546468,0.01050167,0.6048837,0.002961567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7937742,0.009749693,0.02825845,0.1118708,0.004954664,0.005814098,0.0002304139,0.001048809,0.04429889],"genre_scores_gemma":[0.9473248,0.009536904,0.002134559,0.0314207,0.002582289,0.0006380177,0.0002202484,0.0002055525,0.005936929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5848354,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904774418031642,"score_gpt":0.2965231942901262,"score_spread":0.2674754501098098,"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."}}