{"id":"W2936535838","doi":"10.1016/j.nephro.2019.02.004","title":"Financement des parcours de soins en néphrologie","year":2019,"lang":"fr","type":"article","venue":"Néphrologie & Thérapeutique","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Humanities; Political science; Medicine; Philosophy","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01268519,0.0008100524,0.00122282,0.0002407113,0.001052691,0.00008384352,0.00102937,0.003208231,0.0069894],"category_scores_gemma":[0.001615096,0.0007583479,0.0003563006,0.0005812856,0.0005989196,0.0008409989,0.0005948252,0.004395997,0.008467607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724112,"about_ca_system_score_gemma":0.006312896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005579457,"about_ca_topic_score_gemma":0.00481631,"domain_scores_codex":[0.9781578,0.01492766,0.001587745,0.001227459,0.0005652913,0.003534024],"domain_scores_gemma":[0.9894131,0.007008915,0.0009984804,0.00148227,0.0004240189,0.0006731563],"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":[0.001252934,0.001355551,0.3758847,0.007682707,0.0007905823,0.0004703103,0.02804378,0.001063228,0.002566735,0.08941383,0.09721094,0.3942646],"study_design_scores_gemma":[0.001283518,0.001533192,0.1279838,0.0008347545,0.0001433569,0.00006973685,0.004543301,0.0006423097,0.0001370042,0.007431536,0.8547403,0.0006572565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018936,0.03696899,0.002557129,0.1839104,0.009962118,0.004227023,0.0002368635,0.0005856017,0.05965828],"genre_scores_gemma":[0.8921886,0.02653065,0.005843746,0.02003464,0.001854521,0.0004886112,0.00003931648,0.0001411483,0.05287875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575293,"threshold_uncertainty_score":0.9994867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374954057862271,"score_gpt":0.467938691121749,"score_spread":0.3304432853355219,"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."}}