{"id":"W3024149192","doi":"10.19191/ep17.3-4s1.p004.057","title":"[The first analytical study on the health of immigrants in Italy].","year":2019,"lang":"it","type":"article","venue":"PubMed","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Immigration; Medicine; Environmental health; Psychology; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.002442993,0.0002236605,0.0008573698,0.00015761,0.0002194467,0.000006169355,0.0003013435,0.00008756451,0.00003396361],"category_scores_gemma":[0.0006624004,0.0001155331,0.0001214529,0.000435535,0.000413305,0.0000225246,0.0001002421,0.0005841883,0.0002042581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424568,"about_ca_system_score_gemma":0.0001372662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002718952,"about_ca_topic_score_gemma":0.0004028833,"domain_scores_codex":[0.9971805,0.0003028033,0.0008305121,0.0003541253,0.0005822472,0.0007497692],"domain_scores_gemma":[0.9971567,0.0014596,0.0002714583,0.0008763545,0.00006539542,0.0001704359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009422252,0.001560025,0.740308,0.0002151548,0.0005940225,0.000120043,0.005862619,0.00000148268,1.813311e-7,0.0008086886,0.241678,0.007909537],"study_design_scores_gemma":[0.002945025,0.0007576601,0.922245,0.0001008066,0.00009778452,0.000007754024,0.01691048,0.00006461538,0.000002028429,0.00001208704,0.05676179,0.00009499459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600272,0.009292904,5.906967e-7,0.08364488,0.001512513,0.004849849,0.000005287189,0.00001451427,0.04065228],"genre_scores_gemma":[0.9786751,0.000348927,3.126422e-7,0.01615104,0.0001374986,0.0004880056,0.000001436668,0.00001825375,0.004179436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849162,"threshold_uncertainty_score":0.4711304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615314782707535,"score_gpt":0.2759844369418976,"score_spread":0.2398312891148222,"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."}}