{"id":"W2272033918","doi":"10.1177/0192623315624165","title":"STP Best Practices for Evaluating Clinical Pathology in Pharmaceutical Recovery Studies","year":2016,"lang":"en","type":"article","venue":"Toxicologic Pathology","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"American Society for Veterinary Clinical Pathology","keywords":"Clinical pathology; Medicine; Dosing; Clinical trial; Toxicity; Pathology; Hematology; Anatomical pathology; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.209953,0.002571109,0.002843457,0.02295418,0.003004152,0.008512341,0.007349353,0.006581003,0.01981846],"category_scores_gemma":[0.2268039,0.003153332,0.003480387,0.01548665,0.005080355,0.004655711,0.006607566,0.008020245,0.02282321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003210071,"about_ca_system_score_gemma":0.01997569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693066,"about_ca_topic_score_gemma":0.009626735,"domain_scores_codex":[0.8089611,0.1012271,0.03526985,0.004849752,0.04722601,0.002466274],"domain_scores_gemma":[0.5040252,0.1295955,0.04292167,0.07573897,0.2395542,0.008164514],"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":[0.001090053,0.001314945,0.01319062,0.008469798,0.0004489365,0.002707021,0.003971604,0.002277625,0.01781463,0.01566671,0.2473437,0.6857044],"study_design_scores_gemma":[0.0003958908,0.00152331,0.02691103,0.01663097,0.0004978191,0.004664665,0.002504284,0.005882038,0.03378113,0.02609565,0.8806578,0.0004554902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01452526,0.02208301,0.7358152,0.04387048,0.0076898,0.02526807,0.008966221,0.01712539,0.1246565],"genre_scores_gemma":[0.02098888,0.009155725,0.9380391,0.004245379,0.0009286724,0.009645602,0.002865204,0.001697427,0.01243395],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.209953,"threshold_uncertainty_score":0.9742687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4005860264045791,"score_gpt":0.5338445495045514,"score_spread":0.1332585230999723,"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."}}