{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09130775,0.002387263,0.002945163,0.01219387,0.003647345,0.009646977,0.007329794,0.007417759,0.02279941],"category_scores_gemma":[0.2033308,0.003454282,0.002151912,0.00593439,0.003669318,0.01108568,0.009334071,0.00646628,0.03085802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004114185,"about_ca_system_score_gemma":0.01253075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012149,"about_ca_topic_score_gemma":0.006317869,"domain_scores_codex":[0.9377165,0.0247187,0.01501213,0.002994424,0.01741051,0.002147714],"domain_scores_gemma":[0.7489078,0.1058717,0.01564935,0.07043511,0.05446066,0.004675317],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002074733,0.0007671082,0.005880204,0.007217575,0.0001660976,0.0009554974,0.00270848,0.003484921,0.02762623,0.151836,0.6177548,0.1795284],"study_design_scores_gemma":[0.0001684551,0.0001622652,0.00151456,0.003211129,0.00008032753,0.0003388644,0.0003492334,0.002085656,0.02159356,0.03779895,0.932536,0.000160998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009097631,0.003882061,0.6949694,0.01894188,0.003127127,0.01069082,0.1294458,0.06267882,0.06716658],"genre_scores_gemma":[0.01920678,0.002728811,0.8051354,0.009104239,0.0007286597,0.01323914,0.1262884,0.01045902,0.01310959],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9086922,"threshold_uncertainty_score":0.4828873,"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."}}