{"id":"W7095326787","doi":"","title":"CLINICAL ARTICLE TRIALS Clinical Trials 2004; 1: 277-281 Study conduct, monitoring and data management in a trinational trial: the OPTIMA model","year":2016,"lang":"en","type":"article","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Data management; Control (management); Resource (disambiguation); Data collection; Data validation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3378721,0.001054497,0.00271626,0.001926247,0.001604221,0.007933155,0.002842248,0.005596871,0.008695028],"category_scores_gemma":[0.3000861,0.001630229,0.002044081,0.002642637,0.00923913,0.005912229,0.003546031,0.006022106,0.003467488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006528382,"about_ca_system_score_gemma":0.02201764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369005,"about_ca_topic_score_gemma":0.002488972,"domain_scores_codex":[0.3934132,0.5801645,0.009865523,0.006104141,0.009330585,0.00112204],"domain_scores_gemma":[0.612622,0.2818456,0.03329209,0.05260738,0.0122987,0.00733423],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02563866,0.001638591,0.01351723,0.007136102,0.003413768,0.0005217357,0.002681728,0.02142112,0.001176709,0.5124659,0.06211882,0.3482697],"study_design_scores_gemma":[0.05284899,0.01338513,0.008811645,0.01284041,0.002996073,0.001393951,0.001066462,0.08943711,0.002337646,0.5101524,0.3042916,0.0004386524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04358177,0.0289128,0.6134415,0.1472869,0.004541342,0.06486602,0.003030341,0.001461075,0.09287827],"genre_scores_gemma":[0.3459123,0.007815674,0.5231956,0.02034929,0.002060571,0.08853491,0.00119263,0.0002728414,0.01066626],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6621279,"threshold_uncertainty_score":0.8165216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9638169614693788,"score_gpt":0.7753826036757283,"score_spread":0.1884343577936505,"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."}}