{"id":"W2083742002","doi":"10.1136/bmj.d6535","title":"In defence of the NHS: why writing to the House of Lords was necessary","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04532763,0.001040746,0.001574036,0.001354776,0.02190736,0.0203011,0.003532748,0.04163568,0.01669051],"category_scores_gemma":[0.1674329,0.001629457,0.001226381,0.00193847,0.02928843,0.02066408,0.009328053,0.07127316,0.008308731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01752086,"about_ca_system_score_gemma":0.03353712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03128917,"about_ca_topic_score_gemma":0.03316651,"domain_scores_codex":[0.9214565,0.034378,0.005135162,0.004228446,0.02377339,0.01102853],"domain_scores_gemma":[0.8679317,0.051615,0.007295148,0.004335844,0.03410674,0.03471558],"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":[0.00003289586,0.00002402835,0.0001838101,0.0001208619,0.00001324716,0.0002389463,0.003701191,0.00002391808,0.000110625,0.01233231,0.9768565,0.006361775],"study_design_scores_gemma":[0.00005213506,0.00005350524,0.0005966975,0.0006993836,0.000009245348,0.0004690606,0.01139341,0.00007931708,0.0001502912,0.01112618,0.9752728,0.00009798809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004721077,0.003343422,0.0001882153,0.9722021,0.02121755,0.000008726284,0.00001074672,0.00002096913,0.002536172],"genre_scores_gemma":[0.01451297,0.002467274,0.0005167695,0.959179,0.01031493,0.0000329482,0.00002356326,0.000120448,0.0128321],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04532763,"threshold_uncertainty_score":0.2397183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212901100940874,"score_gpt":0.4511793489056281,"score_spread":0.2382782479647541,"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."}}