{"id":"W4392117969","doi":"10.15173/m.v1i27.1162","title":"Within the next 25 years, what will be health care’s greatest challenge?","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population health; Health care; Peer review; Medicine; Public health; Nursing; Political science; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02150074,0.00121169,0.002089202,0.001920273,0.009579551,0.01413882,0.002701589,0.02734751,0.0406401],"category_scores_gemma":[0.04310869,0.0006457305,0.002295653,0.001735001,0.007867862,0.01575235,0.008045474,0.01867816,0.006781355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108385,"about_ca_system_score_gemma":0.04757988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126223,"about_ca_topic_score_gemma":0.05072891,"domain_scores_codex":[0.9855854,0.004884965,0.000614756,0.001004017,0.002666913,0.005244018],"domain_scores_gemma":[0.9218968,0.01587564,0.004220482,0.0013754,0.0131194,0.04351238],"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":[0.0002903593,0.0007399003,0.007747596,0.001196491,0.0001184541,0.0004340003,0.001056551,0.0003917672,0.0004651288,0.03594873,0.790127,0.161484],"study_design_scores_gemma":[0.0001676141,0.000482174,0.01741417,0.004796486,0.0001389419,0.0007039161,0.02286468,0.0009273139,0.0003644267,0.06224455,0.8895251,0.0003706029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001680542,0.02069225,0.0006136657,0.9568136,0.01595346,0.00002488474,0.000156405,0.0000730417,0.003992173],"genre_scores_gemma":[0.09927785,0.06379426,0.01118598,0.7429981,0.06294016,0.0004987517,0.0008716321,0.0001211515,0.01831216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0406401,"threshold_uncertainty_score":0.1359547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991893421003426,"score_gpt":0.4221909717105801,"score_spread":0.3230016296102375,"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."}}