{"id":"W2964433462","doi":"10.1177/1740774519865528","title":"Access to clinical trial data—Commentary","year":2019,"lang":"en","type":"letter","venue":"Clinical Trials","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Clinical trial; Medicine; Computer science; Internal medicine","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":[],"category_scores_codex":[0.109737,0.001819483,0.006651681,0.005184806,0.009914615,0.01865148,0.01196236,0.1759535,0.01900695],"category_scores_gemma":[0.439552,0.003538939,0.005949154,0.007968009,0.01694138,0.0119402,0.007948331,0.1089891,0.0111785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02706291,"about_ca_system_score_gemma":0.04792488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03543332,"about_ca_topic_score_gemma":0.05833676,"domain_scores_codex":[0.8504255,0.07147396,0.02258271,0.01008928,0.03613351,0.009295079],"domain_scores_gemma":[0.4151407,0.4988559,0.01895391,0.01034386,0.03534481,0.02136085],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066622,0.00001333244,0.0001089494,0.000288098,0.00005527257,0.0001398799,0.0001091815,0.0000476041,0.00002976285,0.005875316,0.9893015,0.003924394],"study_design_scores_gemma":[0.0009679908,0.00006180544,0.000767032,0.004347688,0.0002971599,0.0002943821,0.0002708587,0.0006484754,0.0001795793,0.03043541,0.9615766,0.0001529627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000713124,0.002061206,0.000127209,0.9752979,0.01946627,0.00003615891,0.0002129821,0.00002878186,0.002698079],"genre_scores_gemma":[0.0005794043,0.0004225282,0.0001496111,0.975199,0.02206306,0.00009562856,0.00003546334,0.00002227475,0.001433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9880376,"threshold_uncertainty_score":0.5803518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.972403193449343,"score_gpt":0.7254756075490935,"score_spread":0.2469275859002495,"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."}}