{"id":"W4387363075","doi":"10.1371/journal.pbio.3002293","title":"A call to implement preclinical study registration in animal ethics review","year":2023,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Canadian Council on Animal Care; University of Guelph; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Anesthesia Alternate Funds Association; Canadian Institutes of Health Research; Canadian Anesthesiologists' Society; Government of Ontario; University of Ottawa; Canadian Anesthesia Research Foundation","keywords":"Transparency (behavior); Biology; Trial registration; Animal testing; Protocol (science); Institutional review board; Preclinical research; Clinical trial; Research ethics; Research integrity; Medical physics; Bioinformatics; Engineering ethics; Computer science; Biotechnology; Pathology; Medicine; Alternative medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.7838376,0.002453212,0.006305261,0.01033787,0.009868862,0.0305917,0.01708225,0.06530406,0.01914465],"category_scores_gemma":[0.7333362,0.004889258,0.007912961,0.008354945,0.03513043,0.05088797,0.02691134,0.0943972,0.01751468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0162707,"about_ca_system_score_gemma":0.1554348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006597543,"about_ca_topic_score_gemma":0.01142777,"domain_scores_codex":[0.3018493,0.4558412,0.08443211,0.02336043,0.1196664,0.01485058],"domain_scores_gemma":[0.05847955,0.5929513,0.03989802,0.1118182,0.1582382,0.03861477],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007067089,0.0008190917,0.002445869,0.006023673,0.0003316336,0.001212852,0.01017319,0.001095239,0.00574613,0.1269472,0.5882677,0.2562306],"study_design_scores_gemma":[0.0005076998,0.0009096357,0.004268975,0.01019977,0.0002061113,0.001297568,0.002526889,0.001639945,0.001681148,0.05849603,0.9176681,0.0005980752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002175256,0.006580802,0.09609067,0.83164,0.03079772,0.005812646,0.0003020615,0.00308889,0.02351193],"genre_scores_gemma":[0.03017518,0.006614357,0.282691,0.6369793,0.01375252,0.009753229,0.001193223,0.001983399,0.01685779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2161624,"threshold_uncertainty_score":0.2665668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7096417216719936,"score_gpt":0.5998346254616508,"score_spread":0.1098070962103428,"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."}}