{"id":"W7152554723","doi":"10.70675/ddf21619z47b6z4ab4z83c1z5abdbfb93677","title":"Risque et impact du cancer chez les personnes ayant une sclérose en plaques : une étude à partir du Système National des Données de Santé (SNDS)","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Population; Medical screening; Ile de france","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0159126,0.0004457751,0.001212518,0.003794547,0.001181055,0.00301004,0.0008975284,0.0009479532,0.005336413],"category_scores_gemma":[0.05353372,0.0004726843,0.002551057,0.006609971,0.0006728258,0.001905149,0.001944498,0.001314624,0.0005234298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003909099,"about_ca_system_score_gemma":0.00661138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08181284,"about_ca_topic_score_gemma":0.09584317,"domain_scores_codex":[0.9826112,0.008055205,0.0028578,0.001844988,0.003939007,0.0006917878],"domain_scores_gemma":[0.9526947,0.02365793,0.009921384,0.001907833,0.01069793,0.001120291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004629421,0.00006337673,0.9188553,0.004798475,0.00242519,0.0001315877,0.003071661,0.0003881337,0.0002784279,0.001674373,0.007214296,0.06063623],"study_design_scores_gemma":[0.00009279783,0.000322877,0.9437165,0.004236677,0.002091073,0.0006756091,0.002800955,0.0007644799,0.0004059622,0.0007571401,0.04405521,0.00008068231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7409717,0.1303391,0.01245796,0.01461243,0.00107689,0.001297596,0.064438,0.0002692652,0.03453696],"genre_scores_gemma":[0.9461397,0.02496121,0.008665336,0.002263479,0.0003003142,0.001569543,0.01257547,0.00007182908,0.003453003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08181284,"threshold_uncertainty_score":0.1626732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312660342604813,"score_gpt":0.376808718158713,"score_spread":0.3236821147326648,"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."}}