{"id":"W6929917396","doi":"10.5281/zenodo.10063878","title":"SystemsBioinformatics/cbmpy: CBMPy release 0.8.8","year":2023,"lang":"en","type":"other","venue":"VU Research Portal","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Merge (version control); Swap (finance); Merge algorithm; Suite","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004381222,0.004420346,0.002693504,0.002519935,0.002174214,0.006520432,0.006934034,0.003387212,0.3870556],"category_scores_gemma":[0.01754622,0.005600978,0.003543377,0.002042847,0.001097542,0.007194448,0.005510369,0.007599886,0.516872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002924536,"about_ca_system_score_gemma":0.003869312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078789,"about_ca_topic_score_gemma":0.00726977,"domain_scores_codex":[0.9973188,0.0002517314,0.0001638527,0.0006798774,0.001256137,0.0003295773],"domain_scores_gemma":[0.9952756,0.0009756272,0.0003033808,0.001458039,0.00158124,0.000406072],"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":[0.0001389947,0.00002364657,0.0002808908,0.0004225984,0.00003693418,0.00004973233,0.00008678196,0.0003583823,0.001409894,0.001903285,0.9799161,0.01537281],"study_design_scores_gemma":[0.0002300011,0.00003407127,0.0008195139,0.0003146151,0.00004341256,0.0001656308,0.00003999349,0.002664878,0.00759602,0.006101996,0.981856,0.0001338095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006245739,0.0006376905,0.05900357,0.0008774908,0.000703188,0.0002081483,0.0657734,0.8443627,0.02780934],"genre_scores_gemma":[0.00648016,0.0008315855,0.04990624,0.001362568,0.0001631693,0.0009309462,0.1456711,0.7462761,0.04837821],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3870556,"threshold_uncertainty_score":0.8742908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489002886800262,"score_gpt":0.3466417670920134,"score_spread":0.3117517382240108,"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."}}