{"id":"W2225825761","doi":"10.1371/journal.pbio.1002331","title":"Where Have All the Rodents Gone? The Effects of Attrition in Experimental Research on Cancer and Stroke","year":2016,"lang":"en","type":"review","venue":"PLoS Biology","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bundesministerium für Bildung und Forschung","keywords":"Attrition; Statistical power; Biology; Sample size determination; Statistics; Outlier; Stroke (engine); Random effects model; Cancer; Meta-analysis; Mathematics; Medicine; Internal medicine; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003296592,0.0001658582,0.0004746326,0.00008319004,0.00006737472,0.000009459659,0.0003028015,0.000146502,0.00003005742],"category_scores_gemma":[0.0001702387,0.00007035146,0.00007349353,0.00004884696,0.0003189352,0.00001626602,0.0002002694,0.0003979572,0.00002390092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007832376,"about_ca_system_score_gemma":0.00002881898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003084403,"about_ca_topic_score_gemma":0.00003646133,"domain_scores_codex":[0.9979726,0.00117599,0.0002125339,0.0002978291,0.0001093646,0.0002316983],"domain_scores_gemma":[0.9971217,0.002486878,0.0001344414,0.0002079257,0.0000277513,0.00002131707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005261656,0.0007693672,0.002426766,0.0161066,0.0008544364,0.0001111223,0.001367024,3.585024e-8,0.01845902,0.001319542,0.001107718,0.9569522],"study_design_scores_gemma":[0.001723885,0.01230075,0.001339225,0.1117202,0.0002366865,0.0001018019,0.0005838104,0.00001667495,0.002318474,0.00040019,0.8685706,0.0006876144],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0918882,0.9069082,1.641355e-7,0.00008062165,0.00008788132,0.0005934497,0.00008501645,0.000008446038,0.0003480092],"genre_scores_gemma":[0.07942744,0.9196119,0.000003932089,0.0000169437,0.0001794534,0.0003711,0.000009301979,0.00001837369,0.0003615319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9562646,"threshold_uncertainty_score":0.2868849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5029810247221658,"score_gpt":0.5529461641034543,"score_spread":0.04996513938128855,"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."}}