{"id":"W4220880626","doi":"10.1016/j.ebiom.2022.103962","title":"Reporting and data sharing level for COVID-19 vaccine trials: A cross-sectional study","year":2022,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Key Research and Development Program of China","keywords":"Checklist; Medicine; CLARITY; Protocol (science); Meta-analysis; MEDLINE; Family medicine; Data collection; Confidence interval; Systematic review; Clinical trial; Alternative medicine; Internal medicine; Psychology; Statistics","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.594166,0.001780177,0.006296865,0.01451796,0.003103111,0.008500762,0.003771296,0.00407607,0.007832405],"category_scores_gemma":[0.7683733,0.002818853,0.01165571,0.01559986,0.00586419,0.01326093,0.008700007,0.004092772,0.00133346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007179002,"about_ca_system_score_gemma":0.01753662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931393,"about_ca_topic_score_gemma":0.001655304,"domain_scores_codex":[0.1806373,0.3682321,0.3749065,0.01767486,0.05545962,0.003089636],"domain_scores_gemma":[0.08179508,0.5705626,0.2420834,0.04591893,0.05736517,0.002274839],"domain_codex":"reporting","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":"reporting","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008642414,0.0007233724,0.4896054,0.3068187,0.03808506,0.0007357715,0.0185488,0.001421795,0.001875485,0.01012116,0.01597894,0.1074431],"study_design_scores_gemma":[0.004271997,0.00749057,0.440587,0.3292177,0.06822491,0.004471418,0.01161113,0.005974493,0.01042314,0.02058044,0.09582465,0.001322594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2839851,0.3677568,0.1548338,0.02931742,0.004483486,0.104526,0.0412382,0.0007722279,0.01308687],"genre_scores_gemma":[0.7638051,0.02177668,0.06375041,0.01085691,0.0009683197,0.129045,0.008604906,0.0003278604,0.0008648596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.405834,"threshold_uncertainty_score":0.5004656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9426666661222021,"score_gpt":0.7396823209156032,"score_spread":0.2029843452065989,"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."}}