{"id":"W4239556491","doi":"10.1002/hep.27467","title":"Parallel 16: Access, Delivery, and Cost of Care","year":2014,"lang":"en","type":"article","venue":"Hepatology","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516271,0.0004465567,0.0004052737,0.0007070482,0.0002785537,0.001472149,0.0005234353,0.0003100818,0.159226],"category_scores_gemma":[0.00830136,0.0002201642,0.001046705,0.001027077,0.0002757527,0.001015179,0.001398468,0.001413756,0.007646116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309092,"about_ca_system_score_gemma":0.003357435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126556,"about_ca_topic_score_gemma":0.00673474,"domain_scores_codex":[0.9990471,0.0003082789,0.00006608891,0.000156491,0.0002207416,0.0002013207],"domain_scores_gemma":[0.9960291,0.001203991,0.000862731,0.0002996418,0.0005746441,0.001029886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01135003,0.001709395,0.5052348,0.0008904813,0.00226576,0.0004694913,0.000202699,0.01689859,0.001073723,0.01859393,0.2259842,0.2153268],"study_design_scores_gemma":[0.001146081,0.001644366,0.843964,0.0002297836,0.001023092,0.001290916,0.0004506189,0.02300011,0.0009947497,0.01440662,0.1117908,0.00005892952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282734,0.003665494,0.009646848,0.02168085,0.002311184,0.000629581,0.0836707,0.001167373,0.1489546],"genre_scores_gemma":[0.8773175,0.001182961,0.00332615,0.0007598778,0.0006125921,0.000346858,0.01813525,0.0001811653,0.09813764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159226,"threshold_uncertainty_score":0.5326639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864074211893284,"score_gpt":0.289114704215186,"score_spread":0.2304739620962532,"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."}}