{"id":"W4392107947","doi":"10.15173/m.v1i5.633","title":"MedUpdate","year":2012,"lang":"nl","type":"article","venue":"The Meducator","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001474512,0.0009424265,0.0009374442,0.002118284,0.00118836,0.005456733,0.002344359,0.002391402,0.9187934],"category_scores_gemma":[0.007428007,0.0005723684,0.0008409583,0.001453638,0.0006383276,0.002548574,0.003021146,0.002207169,0.847456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124725,"about_ca_system_score_gemma":0.002424512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120962,"about_ca_topic_score_gemma":0.003605586,"domain_scores_codex":[0.9991246,0.0001248209,0.00005424794,0.0001398565,0.0004255418,0.0001310043],"domain_scores_gemma":[0.9958085,0.0005477897,0.0002060555,0.0007742976,0.001254831,0.001408454],"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":[0.00009331427,0.00001995836,0.00007115798,0.0001072285,0.000003247874,0.00002708141,0.00001165376,0.00002276008,0.0001204972,0.001486119,0.9566036,0.04143351],"study_design_scores_gemma":[0.0000213424,0.00001091896,0.000160303,0.00003243489,0.000001625865,0.00002802547,0.00000644828,0.00001702857,0.00008395914,0.000570471,0.9990633,0.000004174415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007461133,0.00190878,0.002435042,0.01483409,0.01784851,0.0003831235,0.08579144,0.01655245,0.8595005],"genre_scores_gemma":[0.003129767,0.001055697,0.001084235,0.005474559,0.002201456,0.0001898513,0.03443683,0.003477108,0.9489504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08120656,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259635614943264,"score_gpt":0.3058918502877209,"score_spread":0.2832954941382883,"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."}}