{"id":"W2009035539","doi":"10.1136/bmj.g4699","title":"Hospitals forecast a rise in emergency admissions, while commissioners forecast a fall","year":2014,"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":"Thursday; Commission; Quarter (Canadian coin); Workforce; Finance; Business; Medicine; Economics; History; Economic growth","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":[0.004014518,0.0007634822,0.0003299271,0.001694303,0.001684356,0.004445084,0.0008140179,0.006433136,0.03828665],"category_scores_gemma":[0.02780519,0.0004536,0.0007473977,0.002453177,0.001469883,0.007859335,0.00270622,0.007676739,0.01157714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004195447,"about_ca_system_score_gemma":0.00321966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04450401,"about_ca_topic_score_gemma":0.05100932,"domain_scores_codex":[0.99447,0.0006572364,0.0004832566,0.0003679527,0.00291553,0.001106047],"domain_scores_gemma":[0.9773803,0.002912401,0.00529252,0.0008022542,0.006932613,0.006679891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001723334,0.00005848177,0.03596594,0.0003202424,0.00003334575,0.0002653761,0.0007093758,0.0003434061,0.0005930025,0.005801637,0.9138424,0.04189445],"study_design_scores_gemma":[0.00009598891,0.0002725785,0.2704062,0.001379018,0.00005216209,0.00116847,0.01047245,0.000995944,0.0008600347,0.007481769,0.7066638,0.0001516126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02901672,0.007116875,0.0009015,0.903481,0.01540614,0.00002957283,0.005171163,0.0004640259,0.03841301],"genre_scores_gemma":[0.4707613,0.02509192,0.003010535,0.3978665,0.03414886,0.00009742397,0.0101954,0.0005533904,0.0582746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04450401,"threshold_uncertainty_score":0.1280816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673276960179641,"score_gpt":0.4419449951872744,"score_spread":0.365212225585478,"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."}}