{"id":"W4255152373","doi":"10.12968/bjhc.2015.21.2.100","title":"Less than 100 days to go","year":2015,"lang":"en","type":"article","venue":"British Journal of Healthcare Management","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004215966,0.0002283617,0.0005857956,0.0005067418,0.0006078221,0.00006771756,0.0007746411,0.0001540043,0.0001435065],"category_scores_gemma":[0.0001063327,0.0002525605,0.000129195,0.0006901197,0.0000256049,0.000305873,0.0004981557,0.0009465385,0.0009917064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800058,"about_ca_system_score_gemma":0.0004810071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001257,"about_ca_topic_score_gemma":0.009827872,"domain_scores_codex":[0.9949423,0.000969527,0.001659671,0.0003111328,0.0009756556,0.001141693],"domain_scores_gemma":[0.9964339,0.0001120435,0.0007509799,0.0004058117,0.0007848523,0.001512433],"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":[0.0002621438,0.000169801,0.02074676,0.003242878,0.0001312734,0.001313877,0.005203231,0.00006300103,5.965885e-7,0.01059421,0.6206191,0.3376531],"study_design_scores_gemma":[0.002000847,0.0004726204,0.0635,0.002319408,0.00004950877,0.00008780869,0.02043569,0.00001798228,6.949489e-7,0.001668305,0.9091874,0.0002597489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5028042,0.007853043,0.00301152,0.2095006,0.01287854,0.006216084,0.0001001179,0.0003102806,0.2573256],"genre_scores_gemma":[0.8889224,0.003078173,0.00587001,0.07032955,0.00391592,0.0001606645,0.00003006461,0.0001280633,0.02756517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861182,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454416616488899,"score_gpt":0.4521701457495081,"score_spread":0.3067284841006182,"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."}}