{"id":"W2106708480","doi":"","title":"Getting ready for inspection of investigational site at short notice.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Notice; Quality (philosophy); Clinical trial; Business; Audit; Process (computing); Public relations; Accounting; Operations management; Medicine; Process management; Political science; Computer science; Engineering; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02730214,0.0007132802,0.001258909,0.005134601,0.001931636,0.004751737,0.002384357,0.004635336,0.1457013],"category_scores_gemma":[0.1156896,0.001148194,0.001087099,0.003188824,0.00151926,0.005044507,0.002450853,0.003967204,0.1372319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071223,"about_ca_system_score_gemma":0.008807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784858,"about_ca_topic_score_gemma":0.00533412,"domain_scores_codex":[0.9740791,0.007107947,0.004069866,0.001285193,0.01248874,0.0009692275],"domain_scores_gemma":[0.8330337,0.03824697,0.01884079,0.03174459,0.07020589,0.007928039],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001852675,0.00004523204,0.0005743637,0.001374492,0.00001345727,0.0002683993,0.0002270534,0.00001316969,0.001609235,0.001325093,0.8885827,0.1057817],"study_design_scores_gemma":[0.00007943928,0.0001419468,0.002889529,0.0005370115,0.00001630689,0.0004504269,0.0002499264,0.0000518839,0.001278245,0.0007391673,0.9935407,0.00002543795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01524175,0.03779749,0.06666892,0.2426093,0.09581361,0.02967869,0.06796679,0.05824155,0.385982],"genre_scores_gemma":[0.05360462,0.02003978,0.1520616,0.07734483,0.01559547,0.01563563,0.04575038,0.01059394,0.6093739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9726979,"threshold_uncertainty_score":0.4874195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133251605788039,"score_gpt":0.2772018098902221,"score_spread":0.1638766493114182,"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."}}