{"id":"W2092572976","doi":"10.1159/000151650","title":"Not All Models Are Created Equal: Animal Models to Study Hypoxic-Ischemic Encephalopathy of the Newborn","year":2008,"lang":"en","type":"letter","venue":"Neonatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital","funders":"","keywords":"Hypoxic Ischemic Encephalopathy; Encephalopathy; Animal model; Medicine; Hypoxia (environmental); Anesthesia; Cardiology; Internal medicine; Chemistry; Oxygen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002431632,0.0007707799,0.001989115,0.0003733672,0.0001289701,0.000007539498,0.001012747,0.001663779,0.00009874183],"category_scores_gemma":[0.0001522606,0.0005611631,0.0004615834,0.0004741955,0.0005038338,0.0001000389,0.000743379,0.002680711,0.00008225138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065625,"about_ca_system_score_gemma":0.000290754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002455612,"about_ca_topic_score_gemma":0.00003045869,"domain_scores_codex":[0.9953343,0.0004228829,0.001018994,0.001279449,0.0007890233,0.001155376],"domain_scores_gemma":[0.9970635,0.0003599908,0.000542842,0.001448142,0.0003657407,0.0002197402],"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":[0.002966552,0.001532486,0.002153666,0.0005909485,0.001310729,0.02954138,0.008373787,0.0003820045,0.02587449,0.0004391987,0.9202123,0.006622429],"study_design_scores_gemma":[0.01512966,0.01091876,0.005696649,0.0007549944,0.002875635,0.03162241,0.001663641,0.004795589,0.01779596,0.008394769,0.8969507,0.003401239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5967988,0.00184268,0.001310252,0.3850278,0.001061769,0.00421791,0.0004842685,0.0002869463,0.008969579],"genre_scores_gemma":[0.62709,0.00007183249,0.0009593184,0.3693742,0.0005286675,0.0001719431,0.0001260981,0.0001238075,0.001554148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03029113,"threshold_uncertainty_score":0.999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652823272283149,"score_gpt":0.2768202976271406,"score_spread":0.2115379703988257,"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."}}