{"id":"W2423349558","doi":"10.1136/bmj.h5298","title":"Benefits of, and barriers to, reactivating dormant trials","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Wellcome Trust","keywords":"Treasure; Linkage (software); Clinical trial; Business; Biology; Geography; Bioinformatics; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1030343,0.0007967421,0.00155261,0.001309047,0.004229342,0.01068166,0.004295311,0.06437337,0.009538186],"category_scores_gemma":[0.3882571,0.001320459,0.002510118,0.001546714,0.01193028,0.01361723,0.007099702,0.05990784,0.006862982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000455,"about_ca_system_score_gemma":0.01678192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697475,"about_ca_topic_score_gemma":0.01228567,"domain_scores_codex":[0.8866578,0.07071374,0.01191697,0.004171031,0.02142169,0.00511877],"domain_scores_gemma":[0.5716606,0.328627,0.0236172,0.01286209,0.03030946,0.03292371],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003676621,0.00009923292,0.002991657,0.000582035,0.00005717422,0.002272463,0.0007588329,0.0001918721,0.0005528702,0.01651194,0.9282914,0.04732296],"study_design_scores_gemma":[0.0006704795,0.0005982583,0.005364611,0.003362744,0.00009944912,0.005252834,0.00103935,0.000984904,0.0005891263,0.04746516,0.9343469,0.000226178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002258579,0.0008108495,0.0001131083,0.9961401,0.001757482,0.00001065104,0.00001085285,0.00001540075,0.0009157222],"genre_scores_gemma":[0.00469363,0.001072499,0.0005820641,0.9783882,0.01424233,0.00004109866,0.00002047479,0.00002319213,0.0009364025],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8969657,"threshold_uncertainty_score":0.5449038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3165491463943191,"score_gpt":0.489329479147745,"score_spread":0.1727803327534259,"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."}}