{"id":"W2315829398","doi":"10.21037/atm.2016.02.10","title":"The International Committee of Medical Journal Editors proposal for sharing clinical trial data and the possible implications for the peer review process","year":2016,"lang":"en","type":"article","venue":"Annals of Translational Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Data sharing; Clinical trial; Medical journal; Process (computing); Peer review; Open science; Medical research; Computer science; Alternative medicine; Medicine; Engineering ethics; Medical education; Data science; Political science; Family medicine; Pathology; Law; Engineering","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3179551,0.0001337282,0.001366675,0.00006955598,0.0003462201,0.0001188152,0.005245986,0.00006694271,0.0005847404],"category_scores_gemma":[0.2250869,0.00003209505,0.0007086442,0.0002772637,0.0008974432,0.0002142375,0.0001147195,0.0001618885,0.000002922969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002349617,"about_ca_system_score_gemma":0.0004007729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002663043,"about_ca_topic_score_gemma":0.00002158664,"domain_scores_codex":[0.9820098,0.001525055,0.008410187,0.0004568938,0.007431449,0.000166591],"domain_scores_gemma":[0.8476117,0.1279849,0.007873575,0.003469472,0.01282885,0.0002315721],"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":[0.001319851,0.00005084591,0.002347716,0.0001262147,0.0005981156,5.34947e-8,0.0001393895,0.000001474859,0.000002294955,0.04427895,0.8001847,0.1509504],"study_design_scores_gemma":[0.01259112,0.0002122815,0.005332422,0.001183323,0.0007199812,0.00002087849,0.0001969159,0.006795713,0.000003315001,0.2382195,0.7346469,0.00007770204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003728298,0.01327368,0.06319346,0.9191605,0.001504025,0.002070974,0.0002041989,0.000001206457,0.0002191157],"genre_scores_gemma":[0.7338274,0.1333663,0.01256102,0.02789754,0.07486259,0.002733152,0.0005600327,0.000120592,0.01407132],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8912629,"threshold_uncertainty_score":0.9748434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8860640017035217,"score_gpt":0.6728005298795523,"score_spread":0.2132634718239694,"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."}}