{"id":"W2128972928","doi":"10.1186/1745-6215-15-369","title":"Linked publications from a single trial: a thread of evidence","year":2014,"lang":"en","type":"editorial","venue":"Trials","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Cancer Research UK","keywords":"Medicine; Clinical trial; Medical research; Alternative medicine; Medical journal; MEDLINE; Data science; Engineering ethics; Family medicine; Computer science; Pathology","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":[],"category_scores_codex":[0.04627279,0.002717392,0.005225474,0.008612172,0.003750579,0.01471178,0.005186248,0.01993472,0.007433525],"category_scores_gemma":[0.1921986,0.002131318,0.00367756,0.00566517,0.007384291,0.01408202,0.005129328,0.03772672,0.005375928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00485445,"about_ca_system_score_gemma":0.007633214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287707,"about_ca_topic_score_gemma":0.003377978,"domain_scores_codex":[0.9623237,0.01063229,0.008348743,0.002991178,0.01497696,0.0007271453],"domain_scores_gemma":[0.7173694,0.2175992,0.01457485,0.00612735,0.03775382,0.00657539],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007083997,0.00001224998,0.0000584289,0.001585998,0.000139556,0.0001574448,0.00009480312,0.00004098116,0.00006699585,0.001527809,0.9807106,0.01553422],"study_design_scores_gemma":[0.0001134095,0.00002907007,0.0002896761,0.005518907,0.0003021102,0.0004452064,0.0001129521,0.0002411701,0.0001737893,0.006922481,0.9857982,0.00005303369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008056817,0.01616564,0.001160081,0.1459417,0.8353345,0.00005779243,0.0001611043,0.000126619,0.0009718979],"genre_scores_gemma":[0.0006995053,0.01357113,0.001172021,0.08652247,0.8938453,0.0001046009,0.00008642962,0.0001519674,0.003846577],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9537272,"threshold_uncertainty_score":0.2447168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3443974585787393,"score_gpt":0.4496192824422373,"score_spread":0.105221823863498,"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."}}