{"id":"W4393168684","doi":"10.1002/ame2.12390","title":"Message from animal models and experimental medicine for 2024—Striving for excellence with distinctive features","year":2024,"lang":"en","type":"editorial","venue":"Animal Models and Experimental Medicine","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Medicine; Engineering ethics; Computer science; Psychology; Engineering; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02070976,0.002014649,0.002125984,0.002011403,0.002318658,0.01644766,0.00323111,0.01270374,0.01815243],"category_scores_gemma":[0.04848969,0.000832035,0.001708014,0.001338701,0.004214369,0.01043742,0.004302102,0.02656487,0.02472222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628117,"about_ca_system_score_gemma":0.006040404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004191921,"about_ca_topic_score_gemma":0.0007930358,"domain_scores_codex":[0.9816352,0.002805265,0.001469216,0.001745149,0.01137802,0.0009671514],"domain_scores_gemma":[0.9184108,0.01439341,0.005899235,0.00259889,0.03931556,0.01938207],"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":[0.00003643885,0.00001082308,0.00004629596,0.0001895047,0.00001165761,0.00004820054,0.00004858113,0.00000955504,0.0001623639,0.001173218,0.9912878,0.006975637],"study_design_scores_gemma":[0.00004798829,0.00004876957,0.0003627561,0.0002904901,0.00002076618,0.000181235,0.0001067711,0.00007677874,0.0002376756,0.002186068,0.996411,0.00002963702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001093324,0.003658751,0.0005087802,0.1743518,0.8191783,0.00002953466,0.00008897812,0.0001888967,0.001885593],"genre_scores_gemma":[0.001920574,0.005168336,0.001358294,0.3179813,0.653635,0.00006848271,0.0001589769,0.0002509225,0.01945818],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02070976,"threshold_uncertainty_score":0.109525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09497389903317996,"score_gpt":0.3972721582374155,"score_spread":0.3022982592042355,"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."}}