{"id":"W2322793326","doi":"10.1097/acm.0000000000000574","title":"New Conversations About Health Reform and Academic Health Centers","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health reform; Health care reform; MEDLINE; Political science; Psychology; Medicine; Family medicine; Medical education; Health policy; Nursing; Public health; Law","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":[0.04361297,0.001171517,0.001462858,0.002689966,0.03991967,0.0406066,0.005019295,0.04733066,0.06310222],"category_scores_gemma":[0.06231361,0.0008731917,0.001470979,0.004393298,0.04245374,0.05316685,0.02209078,0.05736501,0.006553012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03479489,"about_ca_system_score_gemma":0.028921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876456,"about_ca_topic_score_gemma":0.0219473,"domain_scores_codex":[0.9485013,0.03065324,0.001163409,0.002247135,0.006546309,0.0108886],"domain_scores_gemma":[0.9247113,0.02494672,0.004090655,0.002452607,0.006395,0.03740363],"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":[0.0000384397,0.0001403313,0.0006508015,0.00009646832,0.00001282025,0.000284255,0.02394439,0.00006105927,0.00007403583,0.2068009,0.7548513,0.01304528],"study_design_scores_gemma":[0.00004233269,0.00003331466,0.00058374,0.0002463628,0.000005624836,0.0001093472,0.03460471,0.0000914776,0.00006607969,0.02631966,0.9378566,0.00004081424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007439523,0.002444264,0.0001168884,0.9825292,0.004252274,0.000005679566,0.00001709672,0.00001825547,0.009872469],"genre_scores_gemma":[0.07006437,0.00413836,0.0004245594,0.8794859,0.01980446,0.00005675723,0.00005284748,0.0001357661,0.02583693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06310222,"threshold_uncertainty_score":0.2524557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.176889503842228,"score_gpt":0.5024224253691876,"score_spread":0.3255329215269596,"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."}}