{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003095724,0.0001523619,0.0004763212,0.0002843284,0.0004182676,0.0003744353,0.0004857677,0.00009704295,0.000454303],"category_scores_gemma":[0.001367201,0.0001348911,0.00002952818,0.0003168966,0.0001734164,0.0001701352,0.0005461906,0.0001677467,0.0000925174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005800546,"about_ca_system_score_gemma":0.000046687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005814767,"about_ca_topic_score_gemma":0.00002034073,"domain_scores_codex":[0.9973782,0.0006809585,0.0008130679,0.0006867195,0.0002953663,0.0001456317],"domain_scores_gemma":[0.9966881,0.000130095,0.001731713,0.0008836217,0.0004431467,0.0001233808],"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":[0.0002573793,0.0001173218,0.0001256728,0.0002678602,0.000134647,0.00000787701,0.001143941,0.00001059199,0.0003845716,0.005037061,0.9383845,0.05412852],"study_design_scores_gemma":[0.0007596138,0.0004436479,0.01066693,0.0004713396,0.00006679213,0.00003368558,0.0004760876,0.0007419218,0.00006431864,0.0001768493,0.9858493,0.0002495342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01376965,0.0003294129,0.5964665,0.003856515,0.0002696033,0.002264695,0.001535415,0.001330765,0.3801775],"genre_scores_gemma":[0.325641,0.004849109,0.3055776,0.002119528,0.003337312,0.000002421765,0.08223636,0.01016816,0.2660685],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3118713,"threshold_uncertainty_score":0.5500701,"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."}}