{"id":"W4242555983","doi":"10.1002/1099-1786(200006)4:2<95::aid-qaj100>3.3.co;2-z","title":"Standard operating procedures for clinical research personnel—part 3","year":2000,"lang":"en","type":"article","venue":"The Quality Assurance Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inro Consultants (Canada)","funders":"U.S. Food and Drug Administration","keywords":"Audit; Protocol (science); Documentation; Workload; Confidentiality; Informed consent; Business; Control (management); Standard operating procedure; Operations management; Medicine; Computer science; Accounting; Computer security; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1381269,0.0001597912,0.0006139821,0.00006967383,0.001726141,0.000301407,0.0007144035,0.0003830724,0.001749774],"category_scores_gemma":[0.1300217,0.00009667996,0.0004188732,0.0003494519,0.001145704,0.000165545,0.00007467029,0.007694918,0.0001516859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672512,"about_ca_system_score_gemma":0.002967869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002911189,"about_ca_topic_score_gemma":0.0002002983,"domain_scores_codex":[0.9906327,0.002979752,0.001726016,0.0004624788,0.003297541,0.0009014925],"domain_scores_gemma":[0.9031269,0.08781394,0.000441884,0.00155305,0.006041043,0.001023166],"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":[0.03274513,0.002696605,0.1159533,0.004171268,0.001520265,0.000255652,0.01714769,0.000328252,0.00223296,0.02850462,0.4356408,0.3588035],"study_design_scores_gemma":[0.02628234,0.01438161,0.1316558,0.008562646,0.0003045617,0.001788751,0.02840921,0.001362961,0.001991668,0.1834974,0.6004518,0.001311245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918409,0.001194848,0.0004810123,0.09362803,0.0004173571,0.001091116,0.00003930768,0.00004459559,0.01126283],"genre_scores_gemma":[0.9476937,0.01074305,0.006966508,0.002920566,0.006440053,0.00008143654,0.000004574585,0.00005959117,0.02509053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574922,"threshold_uncertainty_score":0.9995735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7834726018765492,"score_gpt":0.7119973302477726,"score_spread":0.07147527162877665,"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."}}