{"id":"W2130482828","doi":"10.1186/1744-8603-10-53","title":"Innovation in regulation of rapidly changing health markets","year":2014,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Economic and Social Research Council","keywords":"Context (archaeology); Goods and services; Business; Public economics; Health services research; Health care; Accountability; Health policy; Quality (philosophy); Social policy; Industrial organization; Economics; Economic growth; Market economy; 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":[],"consensus_categories":[],"category_scores_codex":[0.002503062,0.00006389376,0.0002781032,0.0004269177,0.00005881123,0.00001741012,0.00004416498,0.00003891665,0.00008226182],"category_scores_gemma":[0.00006446865,0.00007958503,0.00001609561,0.0005944396,0.00001799659,0.0000971789,0.00001409737,0.00004272726,0.00001339974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251481,"about_ca_system_score_gemma":0.00004091441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000236314,"about_ca_topic_score_gemma":0.0000558437,"domain_scores_codex":[0.9986656,0.00003776931,0.0009019189,0.0001737959,0.00002030439,0.0002006214],"domain_scores_gemma":[0.9992063,0.00001318735,0.0005923745,0.0001050914,0.00002208937,0.00006093843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000005458119,0.00001992942,0.04008136,0.00008345205,0.000002270323,8.335144e-9,0.0003325422,0.00007796175,0.000002184419,0.9439216,0.0012331,0.01424008],"study_design_scores_gemma":[0.000978165,0.00007363228,0.6960505,0.0000486775,4.53237e-7,0.000001119078,0.00003837654,0.07390907,0.00001591731,0.1142406,0.1145131,0.0001303414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5324126,0.005965465,0.218683,0.1352562,0.001189739,0.001647166,0.0003327205,0.0001046777,0.1044083],"genre_scores_gemma":[0.9887623,0.0007204623,0.0004537861,0.009886701,0.00004789813,0.00000321416,0.00006162994,0.000006584356,0.00005741572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.829681,"threshold_uncertainty_score":0.3245383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476299931814562,"score_gpt":0.3320488705674759,"score_spread":0.2672858712493303,"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."}}