{"id":"W2050554833","doi":"10.1038/nbt.1411","title":"Promoting coherent minimum reporting guidelines for biological and biomedical investigations: the MIBBI project","year":2008,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":562,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Natural Environment Research Council; National Institute of Biomedical Imaging and Bioengineering; National Human Genome Research Institute; Biotechnology and Biological Sciences Research Council","keywords":"Extant taxon; Resource (disambiguation); Knowledge management; Business; Management science; Data science; Computer science; Biology; Engineering; Evolutionary biology","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":["metaresearch"],"category_scores_codex":[0.6150656,0.002248461,0.003145401,0.02482624,0.008678718,0.01907035,0.01529254,0.01018971,0.002580988],"category_scores_gemma":[0.66585,0.003461589,0.00320904,0.02136058,0.007691522,0.02208296,0.02427538,0.01656734,0.002180459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01508711,"about_ca_system_score_gemma":0.1228542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326311,"about_ca_topic_score_gemma":0.008454461,"domain_scores_codex":[0.4692402,0.3314427,0.0985366,0.01097741,0.08354407,0.006259157],"domain_scores_gemma":[0.1594782,0.3656763,0.07857668,0.1226285,0.2514776,0.02216273],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006834367,0.001081249,0.009838993,0.01057686,0.0004239842,0.0006398832,0.01677398,0.005163488,0.007811187,0.2349115,0.2566675,0.455428],"study_design_scores_gemma":[0.0006707129,0.000887837,0.0111439,0.02176259,0.0006139483,0.0008846633,0.008400812,0.01983073,0.01824082,0.1970438,0.7197468,0.000773487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01063432,0.005154057,0.8490278,0.09627615,0.003604131,0.01519313,0.003431229,0.004672381,0.01200684],"genre_scores_gemma":[0.01537517,0.001650563,0.9602739,0.004388783,0.0003621372,0.009946713,0.005740529,0.0006243709,0.001637894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3849344,"threshold_uncertainty_score":0.4746926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045177839257098,"score_gpt":0.370750662613217,"score_spread":0.2662328786875072,"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."}}