{"id":"W3029510227","doi":"10.3760/cma.j.issn.1006-1924.2017.04.002","title":"The role of scientific research management department in the construction of biobank","year":2017,"lang":"en","type":"article","venue":"Zhonghua yixue keyan guanli zazhi","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biobank; Biorepository; Infectious disease (medical specialty); Commission; Work (physics); Medicine; Disease; Political science; Engineering; Pathology; Bioinformatics","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":[0.0822541,0.0007176248,0.0005159815,0.006206864,0.01062538,0.01489619,0.003914307,0.002281456,0.01398001],"category_scores_gemma":[0.062487,0.000873977,0.0005220665,0.004864831,0.003624934,0.005699637,0.007923029,0.004164856,0.003120692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01410692,"about_ca_system_score_gemma":0.07954101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775225,"about_ca_topic_score_gemma":0.005301731,"domain_scores_codex":[0.9244229,0.03880182,0.007622623,0.005164789,0.01155418,0.01243368],"domain_scores_gemma":[0.8683441,0.02997081,0.01971337,0.009523487,0.03118978,0.04125848],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007189748,0.002066776,0.2396847,0.00143462,0.000158372,0.003166209,0.0236121,0.002256084,0.006162613,0.09563261,0.09350771,0.5315992],"study_design_scores_gemma":[0.0002846454,0.0008280688,0.1472425,0.001943932,0.0001825198,0.001580575,0.05499928,0.007293527,0.00700768,0.02797184,0.7503275,0.0003380663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.391473,0.01057405,0.1417383,0.2323567,0.006684261,0.008101022,0.001382556,0.002396022,0.2052941],"genre_scores_gemma":[0.832327,0.003366426,0.0904953,0.01470117,0.002397809,0.002790378,0.0009458047,0.0003706885,0.05260544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9177459,"threshold_uncertainty_score":0.4350065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07752603011206112,"score_gpt":0.4214696581055776,"score_spread":0.3439436279935165,"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."}}