{"id":"W7083683639","doi":"10.5281/zenodo.16918178","title":"Registration and Reporting of Clinical Trials Affiliated with California Universities and with Primary Completion Date from 2014 to 2017: replication package","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Clinical trial; Replication (statistics); Code (set theory); MEDLINE; Research design","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1372727,0.00356565,0.00507293,0.005080582,0.002035251,0.005057872,0.003499454,0.005991057,0.4054269],"category_scores_gemma":[0.3698219,0.003938021,0.006246067,0.007819369,0.002974086,0.003973574,0.003759333,0.006447748,0.1954811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005045084,"about_ca_system_score_gemma":0.02765734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616561,"about_ca_topic_score_gemma":0.006315768,"domain_scores_codex":[0.842675,0.1012989,0.03135797,0.007373295,0.01411958,0.003175276],"domain_scores_gemma":[0.6967005,0.1281965,0.03113449,0.08962303,0.04777311,0.006572447],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01264983,0.000258971,0.0007484381,0.01336775,0.001165104,0.0000466336,0.0002400878,0.0007189331,0.0005689588,0.009134379,0.9236634,0.03743758],"study_design_scores_gemma":[0.100457,0.002113743,0.01172124,0.01197783,0.002428089,0.0001819666,0.0002430889,0.002301629,0.002388895,0.03341734,0.8322479,0.0005213329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001711199,0.0008721476,0.03796137,0.005400041,0.005224932,0.2578138,0.6542949,0.007993609,0.02872803],"genre_scores_gemma":[0.01132366,0.0006921124,0.05876692,0.00236951,0.001082349,0.8066086,0.08574696,0.003358752,0.03005115],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8627273,"threshold_uncertainty_score":0.8480863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698284822407863,"score_gpt":0.3607538553984699,"score_spread":0.1909253731576836,"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."}}