{"id":"W2470521823","doi":"10.3163/1536-5050.103.4.017","title":"Libraries and the Affordable Care Act: Helping the Community Understand Health-Care Options","year":2015,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient Protection and Affordable Care Act; Health insurance; Health care; MEDLINE; Internet privacy; Public relations; Nursing; Business; World Wide Web; Medicine; Computer science; Political science","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006537234,0.0001128415,0.0003243491,0.00005995701,0.003767937,0.0001314058,0.0007296851,0.0002260511,0.0001471987],"category_scores_gemma":[0.005066745,0.0000503197,0.0001173428,0.0003696282,0.00022391,0.0008727938,0.0004013887,0.002517893,0.000008311114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747363,"about_ca_system_score_gemma":0.006338816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004132796,"about_ca_topic_score_gemma":0.0001817553,"domain_scores_codex":[0.9910988,0.006595528,0.0008534327,0.00006642225,0.0009611856,0.0004246372],"domain_scores_gemma":[0.9930618,0.004426316,0.001437897,0.0003155743,0.0002634433,0.0004949005],"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":[0.0001073316,0.00004114478,0.02533499,0.0001908951,0.00006861328,3.712623e-7,0.2334319,0.00001548821,1.085116e-7,0.0316839,0.7077537,0.001371617],"study_design_scores_gemma":[0.001937364,0.00007844174,0.01809103,0.0003461781,0.00003039969,0.000008032904,0.3945807,0.0000652153,0.0000011105,0.009050586,0.5757476,0.00006330411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07770159,0.00708287,0.00007040584,0.8991153,0.003686893,0.0005894387,0.00002970161,0.00003516466,0.01168863],"genre_scores_gemma":[0.8705477,0.002133061,0.0003168762,0.1162334,0.004500823,0.00004060174,0.00003990264,0.00004126045,0.006146406],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7928461,"threshold_uncertainty_score":0.9997833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06722867826374533,"score_gpt":0.4026169434081449,"score_spread":0.3353882651443996,"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."}}