{"id":"W2051042554","doi":"10.1136/bmj.c1302","title":"Will a market deliver quality and efficiency in health care better than central planning ever could? No","year":2010,"lang":"en","type":"letter","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Quality (philosophy); Computer science; Data science; Business","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002307328,0.000475749,0.0008484173,0.0003400826,0.0006340342,0.00003094564,0.000432513,0.002051882,0.001575754],"category_scores_gemma":[0.0001347867,0.0004330687,0.00009501982,0.0002300367,0.00007253262,0.0002176187,0.0003426148,0.007929822,0.0002890579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115082,"about_ca_system_score_gemma":0.0008135652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01780043,"about_ca_topic_score_gemma":0.002744759,"domain_scores_codex":[0.9929339,0.002148215,0.00157172,0.0007166709,0.0005790682,0.002050441],"domain_scores_gemma":[0.997169,0.0007252495,0.0009266263,0.000724925,0.0001521182,0.0003021265],"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":[0.00006182284,0.00001422884,0.08486146,0.01022113,0.00001572131,0.00006207555,0.01128611,7.047556e-7,4.651841e-7,0.0000171504,0.8929472,0.0005119372],"study_design_scores_gemma":[0.0007457456,0.00004677554,0.2480709,0.001219597,0.00001145481,9.218386e-7,0.0006472806,0.00007614379,2.36292e-8,0.00002832455,0.7488174,0.0003353445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04077833,0.0007028963,0.00002162345,0.9184511,0.003007933,0.003761387,0.0003045319,0.0001254753,0.0328467],"genre_scores_gemma":[0.00441661,0.0001151644,0.0004048448,0.9750658,0.01037164,0.0002382213,0.0005375054,0.00008704614,0.008763136],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1632095,"threshold_uncertainty_score":0.9998121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07285984670186121,"score_gpt":0.4657763160952186,"score_spread":0.3929164693933574,"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."}}