{"id":"W2110069948","doi":"10.3917/seve.028.0039","title":"Hôpital public : le grand virage","year":2010,"lang":"fr","type":"article","venue":"Les Tribunes de la santé","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007897359,0.0003640923,0.0005934378,0.0001650948,0.001575851,0.0002274379,0.0004391749,0.001946193,0.004770376],"category_scores_gemma":[0.004418911,0.0003454818,0.0002071931,0.0004396611,0.000447038,0.000840125,0.0001784018,0.004541218,0.001137245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109866,"about_ca_system_score_gemma":0.001771692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006674145,"about_ca_topic_score_gemma":0.006312615,"domain_scores_codex":[0.9879965,0.008738291,0.000951429,0.0005019558,0.0003548307,0.001456955],"domain_scores_gemma":[0.9897286,0.008075667,0.0005246977,0.0006782887,0.0002668642,0.0007259176],"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":[0.00013151,0.0006298851,0.04628888,0.002800227,0.0001416702,0.0003109774,0.0160702,7.691369e-7,0.003085783,0.188506,0.0825946,0.6594395],"study_design_scores_gemma":[0.001284485,0.0001097216,0.0336513,0.0002874815,0.00004180729,0.0001588906,0.003634457,0.00009237913,0.0001090592,0.004454826,0.9558227,0.0003528604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6883561,0.02485644,0.001233793,0.1272027,0.01162235,0.00123463,0.0004334178,0.000277849,0.1447827],"genre_scores_gemma":[0.974793,0.001570586,0.001214104,0.001295087,0.004021808,0.0001036122,0.00004172959,0.0000822779,0.01687786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8732281,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957096696127238,"score_gpt":0.4534398816701547,"score_spread":0.4038689147088823,"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."}}