{"id":"W1999385337","doi":"10.12968/bjhc.2009.15.9.44003","title":"Blind leading the blind","year":2009,"lang":"en","type":"article","venue":"British Journal of Healthcare Management","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slash (logging); Workforce; Business; Service (business); Health services; Medicine; Operations management; Management; Family medicine; Political science; Marketing; Engineering; Environmental health; Geography; Economics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00390308,0.0001966307,0.0004530771,0.0003207307,0.001584574,0.00008636236,0.0007763657,0.0001421791,0.0003126208],"category_scores_gemma":[0.00006576178,0.0001695091,0.0001662962,0.0006055846,0.00003925174,0.0002922717,0.0001529752,0.001457318,0.0002951632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853019,"about_ca_system_score_gemma":0.0002017623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009311131,"about_ca_topic_score_gemma":0.001084915,"domain_scores_codex":[0.9955721,0.0008924046,0.001600948,0.0002354695,0.0007204192,0.000978683],"domain_scores_gemma":[0.99762,0.0002172235,0.001047709,0.0003657541,0.0003826992,0.0003665977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004855473,0.0001836323,0.002148012,0.0018143,0.0001545868,0.0009159204,0.003248072,0.00003812424,0.000002339006,0.03085275,0.2018402,0.7583165],"study_design_scores_gemma":[0.004314816,0.0004525247,0.07943334,0.00243474,0.0001026124,0.0001583178,0.006749137,0.00004946961,9.891207e-7,0.005872856,0.9001822,0.0002489491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.274645,0.01753424,0.001292111,0.5011073,0.00646256,0.005997857,0.00002791912,0.000207731,0.1927253],"genre_scores_gemma":[0.9115161,0.007917725,0.0009837777,0.06844034,0.002509736,0.00003144149,0.000008988724,0.00003606634,0.008555835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7580675,"threshold_uncertainty_score":0.9997152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08541798363884412,"score_gpt":0.4521096268961611,"score_spread":0.366691643257317,"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."}}