{"id":"W4285597203","doi":"10.1101/2022.07.12.495092","title":"MIADE metadata guidelines: Minimum Information About a Disorder Experiment","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Research, Development and Innovation Office; Danmarks Grundforskningsfond; Cancer Research UK","keywords":"Metadata; Computer science; Dissemination; Interpretability; Key (lock); Information retrieval; Experimental data; Data science; Complement (music); Annotation; Data mining; World Wide Web; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009789542,0.0006768527,0.0008159617,0.001232267,0.0006497462,0.00436663,0.00484071,0.0002552113,0.001330095],"category_scores_gemma":[0.00583525,0.0006132,0.0003453038,0.002035827,0.0001513971,0.001753804,0.008460849,0.0007397236,0.0007252495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570449,"about_ca_system_score_gemma":0.0007096413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331288,"about_ca_topic_score_gemma":0.000004980308,"domain_scores_codex":[0.9903319,0.0004530641,0.002543113,0.00207978,0.003831979,0.0007601053],"domain_scores_gemma":[0.9897644,0.0003742295,0.001496642,0.006587456,0.001417567,0.0003596984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001745074,0.001010471,0.008551801,0.000457445,0.0007827404,0.0001143111,0.0005248648,0.01738103,0.01956214,0.008575333,0.9420581,0.0008072756],"study_design_scores_gemma":[0.0005094822,0.00003865414,0.0106924,0.0001023102,0.00008436826,1.250707e-8,0.0001955104,0.01273936,0.002337615,0.00002089616,0.9724019,0.0008774694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7330152,0.006661102,0.2142964,0.005438306,0.03001708,0.003935492,0.004527436,0.00166828,0.0004406847],"genre_scores_gemma":[0.9571568,0.000246162,0.03791814,0.002426702,0.0008032419,0.0008229709,0.00001967526,0.0001228465,0.0004834987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241415,"threshold_uncertainty_score":0.9996319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09047948834219699,"score_gpt":0.3450236678842564,"score_spread":0.2545441795420594,"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."}}