{"id":"W7070581397","doi":"","title":"Participation et contribution des médecins généralistes aux contrats locaux de santé de La Réunion. Étude transversale descriptive auprès des coordinateurs locaux","year":2025,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Descriptive research; Public health; Health care; Private sector; Primary care; Baseline (sea); Primary health care; Descriptive statistics; Health policy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01026144,0.0003726172,0.0004984305,0.0003195925,0.002526709,0.0008467092,0.0007529171,0.0005993977,0.0001484671],"category_scores_gemma":[0.005665592,0.000446102,0.000242996,0.0009053543,0.0008728763,0.0006357484,0.00005152484,0.0005642765,0.00001499911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218898,"about_ca_system_score_gemma":0.003246009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05619842,"about_ca_topic_score_gemma":0.5806044,"domain_scores_codex":[0.9857283,0.01156982,0.0006891676,0.000613,0.0006098355,0.0007899366],"domain_scores_gemma":[0.9917856,0.002157287,0.0005290931,0.000597263,0.004555569,0.0003752233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001048808,0.0006998528,0.02951041,0.0003223945,0.0001142197,0.000005531001,0.1791421,0.00006254359,0.001392924,0.7788555,0.001416638,0.008373039],"study_design_scores_gemma":[0.003395339,0.00001086173,0.5759043,0.005856493,0.0008123508,0.000006986677,0.03959747,0.00373255,0.03711278,0.3152292,0.01679792,0.001543693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171347,0.00336961,0.07413419,0.003014413,0.0003915671,0.001106752,0.0001454694,0.0003861303,0.1003172],"genre_scores_gemma":[0.9754906,0.008631218,0.002527772,0.0001786285,0.0000573697,0.0001184811,0.001753868,0.00004217829,0.01119987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463939,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568479384787634,"score_gpt":0.3311978282865435,"score_spread":0.3055130344386672,"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."}}