{"id":"W2132178271","doi":"10.1093/annonc/mdh303","title":"The difference between study recommendations, stated policy, and actual practice in a clinical trial","year":2004,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; BC Cancer Agency; McMaster University; Ontario Institute for Cancer Research","funders":"AstraZeneca","keywords":"Medicine; Clinical Practice; Clinical trial; Family medicine; Medical physics; Internal medicine","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7794061,0.0008872016,0.002865948,0.00402819,0.003736112,0.0195747,0.005486073,0.02788145,0.003959268],"category_scores_gemma":[0.9185738,0.002452132,0.00294731,0.003964271,0.01438604,0.01429953,0.00619203,0.02420098,0.001020283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155107,"about_ca_system_score_gemma":0.03452874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272276,"about_ca_topic_score_gemma":0.005717758,"domain_scores_codex":[0.1473751,0.7100289,0.07639956,0.01014378,0.05039828,0.005654387],"domain_scores_gemma":[0.03172485,0.8912378,0.035624,0.01941982,0.01669698,0.005296636],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01775782,0.002227344,0.1796437,0.01470099,0.01581384,0.001378241,0.04249464,0.009086275,0.00320477,0.3221723,0.07277177,0.3187484],"study_design_scores_gemma":[0.01519909,0.007611397,0.1771766,0.04222811,0.0117492,0.003364791,0.02277145,0.03271836,0.01021717,0.5668315,0.1083927,0.001739672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1340065,0.01716202,0.04714667,0.7450351,0.006881489,0.002070454,0.0007636655,0.0002248942,0.04670927],"genre_scores_gemma":[0.8383248,0.002425802,0.04045246,0.1130653,0.00212326,0.002344772,0.0001913099,0.0001293501,0.0009429767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9721186,"threshold_uncertainty_score":0.2720317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8068769448274646,"score_gpt":0.7443205845923665,"score_spread":0.06255636023509814,"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."}}