{"id":"W1989317941","doi":"10.1136/bmj.e8234","title":"Outsourcing favours private companies and is unsustainable, says report","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Quarter (Canadian coin); Business; Private sector; Value (mathematics); Social enterprise; Social responsibility; Market economy; Finance; Economic growth; Economics; Public relations; Marketing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007418959,0.0008123175,0.0003354523,0.0006199917,0.005320529,0.01082272,0.0009532883,0.006342897,0.03492712],"category_scores_gemma":[0.02269431,0.0005017287,0.0008575521,0.001153691,0.004274249,0.007807149,0.003256819,0.006273793,0.0136051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004501733,"about_ca_system_score_gemma":0.01515099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0278046,"about_ca_topic_score_gemma":0.03765577,"domain_scores_codex":[0.9806386,0.003465154,0.0006856479,0.001145188,0.01187366,0.002191809],"domain_scores_gemma":[0.9796528,0.006194613,0.001674536,0.001787481,0.007173217,0.003517375],"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":[0.00002947559,0.00002666796,0.001070223,0.0001115948,0.00001089617,0.00008007362,0.0002990443,0.00004770679,0.0003356388,0.01883055,0.9441011,0.03505705],"study_design_scores_gemma":[0.00001939544,0.00004873871,0.001859055,0.0002396454,0.000008434222,0.0002053259,0.00111403,0.00009561104,0.0003461691,0.002391745,0.9936489,0.00002285804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007057587,0.006555482,0.002877858,0.7066252,0.008851391,0.0001205426,0.0005023303,0.0005108264,0.2668987],"genre_scores_gemma":[0.09354095,0.01921395,0.001886338,0.3753591,0.006924019,0.0001634996,0.0008668682,0.0006233406,0.501422],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03492712,"threshold_uncertainty_score":0.1168429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090890875549162,"score_gpt":0.4735221104050622,"score_spread":0.3826312348559002,"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."}}