{"id":"W4232394977","doi":"10.1242/dmm.044032","title":"First person – Wedad Fallatah and Tara Smith","year":2020,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychoanalysis; Gerontology; Library science; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005337481,0.0002484606,0.000172062,0.00002769726,0.0001310496,0.00004937961,0.0001867888,0.000131444,0.00004714038],"category_scores_gemma":[0.00003841142,0.0002401943,0.00009233035,0.00007932999,0.00004429311,0.00001474813,0.0001379335,0.0001079709,0.00001941859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441144,"about_ca_system_score_gemma":0.0000927291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008144387,"about_ca_topic_score_gemma":0.000002161044,"domain_scores_codex":[0.9987357,0.000039186,0.0001309125,0.0006020729,0.0001923659,0.00029971],"domain_scores_gemma":[0.9990265,0.000004445264,0.00005117151,0.0002634945,0.00005063322,0.0006037657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008711293,0.0001523775,0.0003296479,0.0002021825,0.0002025446,0.00004189484,0.0005828671,0.003545062,0.9834175,0.004815826,0.004640725,0.001198204],"study_design_scores_gemma":[0.00269113,0.0008814362,0.0002361646,0.00008328918,0.0002071902,0.00001381337,0.0006369805,0.1458193,0.8212717,0.005717683,0.02088214,0.001559167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050913,0.002446813,0.08805251,0.003189385,0.0001425068,0.0004139895,0.0002057208,0.000093381,0.0003644159],"genre_scores_gemma":[0.9954633,0.000296058,0.001411463,0.002332132,0.0001835842,0.00004990958,0.0001269797,0.00005173848,0.00008486056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621458,"threshold_uncertainty_score":0.9794841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249541736291417,"score_gpt":0.2096538167312163,"score_spread":0.1871583993683021,"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."}}