{"id":"W3011960528","doi":"10.1136/bmjopen-2020-038887","title":"Data-sharing recommendations in biomedical journals and randomised controlled trials: an audit of journals following the ICMJE recommendations","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Centre Hospitalier Universitaire de Rennes; Agence Nationale de la Recherche","keywords":"Medical journal; Audit; Medicine; Randomized controlled trial; Data sharing; Family medicine; Alternative medicine; Accounting; Business; Surgery","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","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7444265,0.001586186,0.004810935,0.01899045,0.005199148,0.01441675,0.005296619,0.01069592,0.001427049],"category_scores_gemma":[0.9333346,0.004744263,0.005094834,0.02769113,0.008420296,0.01354845,0.00960726,0.01060379,0.001047097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01689551,"about_ca_system_score_gemma":0.07772049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558993,"about_ca_topic_score_gemma":0.008878397,"domain_scores_codex":[0.1124205,0.4464373,0.3239057,0.01000812,0.1031869,0.004041497],"domain_scores_gemma":[0.02028712,0.4838694,0.2609894,0.09202894,0.1382562,0.00456897],"domain_codex":"methods","domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01558237,0.002184764,0.264408,0.09801993,0.005347072,0.0009305939,0.03482056,0.002146306,0.003766929,0.008396856,0.06211831,0.5022781],"study_design_scores_gemma":[0.009474225,0.01031857,0.4299054,0.1825093,0.008332792,0.003154362,0.01422674,0.006424266,0.01345749,0.01096145,0.3092622,0.001973238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3863851,0.2238763,0.06440934,0.1181645,0.01550818,0.1444804,0.0131853,0.003403569,0.03058732],"genre_scores_gemma":[0.6143972,0.04263883,0.2208377,0.03556523,0.002710732,0.07326113,0.006106003,0.001094267,0.0033888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9947034,"threshold_uncertainty_score":0.3151676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8932397041750737,"score_gpt":0.7122006285732877,"score_spread":0.181039075601786,"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."}}