{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001519885,0.0003055379,0.0002417032,0.00006060937,0.0002649249,0.00007918772,0.0009179213,0.0003247541,0.0009469441],"category_scores_gemma":[0.0006110254,0.0001944752,0.0001982741,0.0001881709,0.0007373771,0.000008755304,0.0005337497,0.0003586293,0.003503084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004224569,"about_ca_system_score_gemma":0.0004823564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003504982,"about_ca_topic_score_gemma":0.00001254341,"domain_scores_codex":[0.9972857,0.0002115733,0.0004403506,0.0002572906,0.0005753922,0.001229655],"domain_scores_gemma":[0.9979028,0.00006745956,0.0001370364,0.0009965721,0.0001072692,0.000788886],"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":[0.0002478519,0.00139078,0.008098262,0.0004781394,0.0007570107,0.000002759376,0.0054811,0.000001468703,0.1260421,0.001018041,0.7854861,0.0709964],"study_design_scores_gemma":[0.0003560483,0.0002223679,0.00426763,0.00002655898,0.00008212883,0.00003004324,0.002213475,0.00002691225,0.07607353,0.00007485241,0.9162945,0.0003320027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069589,0.03251932,0.0003653268,0.01836907,0.007923941,0.0009138427,0.0001452525,0.00002780711,0.03277655],"genre_scores_gemma":[0.9710187,0.00426532,0.0004247445,0.002110087,0.004433616,0.00003277849,0.0001379239,0.00004003564,0.01753674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308084,"threshold_uncertainty_score":0.9999663,"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."}}