{"id":"W6939717049","doi":"10.6084/m9.figshare.18318292.v1","title":"Additional file 21 of Conventional laboratory housing increases morbidity and mortality in research rodents: results of a meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Guelph","funders":"","keywords":"Drug; Population; Overweight; Affect (linguistics); Graph; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004363662,0.00007578899,0.0003294378,0.0002431976,0.0001077989,0.00001041518,0.0001499519,0.00002227169,0.927799],"category_scores_gemma":[0.005245836,0.00007582266,0.0001820809,0.0007465397,0.00004006539,0.0000921866,0.0003461473,0.000206956,0.0000199665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003552741,"about_ca_system_score_gemma":0.0001115403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000720847,"about_ca_topic_score_gemma":0.0001035254,"domain_scores_codex":[0.9981179,0.0006127409,0.0003190885,0.0002541689,0.0005747708,0.0001213816],"domain_scores_gemma":[0.9968957,0.002353142,0.0002381687,0.0001733112,0.000302393,0.0000372337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001988602,0.0003381216,0.001253218,0.0001204542,0.004413647,0.0000938375,0.00007926604,0.0001660073,0.00007647087,0.00001153707,0.9932373,0.00001130117],"study_design_scores_gemma":[0.0008294618,0.0007733363,0.9377958,0.0003770719,0.002523622,0.00001414949,0.0008725256,0.002978934,0.0001880402,0.0003513253,0.05297481,0.0003208887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1778374,0.0001484582,5.652884e-8,0.000006381352,0.000002197646,0.00006588198,0.8214247,0.00001003431,0.000504952],"genre_scores_gemma":[0.6384491,3.202883e-7,0.0001016832,0.000007230263,0.00001480184,0.000227004,0.3610847,0.000004757642,0.000110357],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9402625,"threshold_uncertainty_score":0.6280136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6123626393621963,"score_gpt":0.4857664131959178,"score_spread":0.1265962261662784,"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."}}