{"id":"W2106029785","doi":"10.1177/1740774508089459","title":"Maintaining confidentiality of interim data to enhance trial integrity and credibility","year":2008,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Interim; Safeguarding; Interim analysis; Credibility; Confidentiality; Data monitoring committee; Harm; Clinical trial; Medicine; Psychology; Computer science; Computer security; Political science; Social psychology; Nursing; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6852631,0.00187811,0.007342826,0.008318929,0.005681229,0.02131152,0.008522815,0.02185134,0.01135114],"category_scores_gemma":[0.837945,0.003594929,0.007477229,0.008161887,0.03437593,0.02853245,0.01501301,0.01953281,0.005182965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061845,"about_ca_system_score_gemma":0.05617551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839169,"about_ca_topic_score_gemma":0.001304318,"domain_scores_codex":[0.170234,0.6838342,0.08746961,0.0159058,0.03887675,0.003679525],"domain_scores_gemma":[0.06122477,0.6772652,0.06552438,0.1458733,0.04642667,0.003685594],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004786545,0.0003175088,0.009622392,0.02978022,0.002729686,0.002149304,0.04713349,0.006034489,0.00224189,0.3859666,0.07240762,0.4368303],"study_design_scores_gemma":[0.002347109,0.001239672,0.007269658,0.074721,0.002011637,0.003513619,0.004452929,0.008892161,0.006094056,0.5606073,0.3280567,0.0007941688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01618007,0.04488317,0.5998516,0.248507,0.01603865,0.01879184,0.00276531,0.001206796,0.05177558],"genre_scores_gemma":[0.3447164,0.02333162,0.4953445,0.07186554,0.01346602,0.04211645,0.001720159,0.001052895,0.006386429],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9781486,"threshold_uncertainty_score":0.3881267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9540912610429189,"score_gpt":0.7680111871722448,"score_spread":0.186080073870674,"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."}}