{"id":"W4402727947","doi":"10.1136/bmj.q1807","title":"Revisiting Medicaid’s impact on cardiovascular risk","year":2024,"lang":"en","type":"editorial","venue":"BMJ","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure; St. Paul's Hospital","funders":"","keywords":"Medicaid; Medicine; Computer science; Data science; Family medicine; Health care; Political science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009437708,0.0006670321,0.00168283,0.0002675335,0.0007265142,0.00003631264,0.0005895902,0.002933236,0.0008452181],"category_scores_gemma":[0.01730836,0.0004974763,0.001323348,0.0003975809,0.00005937141,0.00005936484,0.0003829517,0.008150551,0.02824722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241659,"about_ca_system_score_gemma":0.003912037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008523949,"about_ca_topic_score_gemma":0.00008951675,"domain_scores_codex":[0.9902118,0.002774438,0.00150882,0.001049112,0.003075823,0.001379964],"domain_scores_gemma":[0.9902575,0.005956456,0.0007287642,0.001811111,0.0006759399,0.0005702028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007429972,0.00000767838,0.00007919775,0.003052769,0.0007167874,0.0002522109,0.0005244277,0.00001610604,3.531038e-8,0.00002758315,0.990054,0.005194879],"study_design_scores_gemma":[0.0004713225,0.0001382526,0.0003979579,0.01117303,0.000613293,0.000001626789,0.0003168834,0.00001804347,1.486744e-7,0.0002351208,0.9862136,0.0004207458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002276671,0.02390963,0.000009064805,0.001437575,0.9214733,0.00223273,0.00208529,0.0005635605,0.04806123],"genre_scores_gemma":[0.0007055936,0.003673009,0.0001260226,0.0002806319,0.9883282,0.0003882302,0.0006578279,0.0002156753,0.005624789],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06685496,"threshold_uncertainty_score":0.9997477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686700820841899,"score_gpt":0.489522276964943,"score_spread":0.4526552687565241,"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."}}