{"id":"W4383852287","doi":"10.2460/ajvr.23.06.0124","title":"Innovative clinical initiatives strengthen veterinary research","year":2023,"lang":"en","type":"article","venue":"American Journal of Veterinary Research","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Veterinary medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.09287907,0.001222264,0.0009636543,0.006315849,0.004545719,0.0239456,0.003389948,0.01434154,0.05064336],"category_scores_gemma":[0.09895398,0.0008624171,0.001278989,0.004447218,0.01173889,0.01062125,0.01773931,0.008444477,0.005302232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008167115,"about_ca_system_score_gemma":0.0646231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063555,"about_ca_topic_score_gemma":0.004502744,"domain_scores_codex":[0.9350693,0.03550725,0.002622503,0.003314202,0.01542602,0.008060554],"domain_scores_gemma":[0.7512559,0.07921773,0.03025703,0.01373516,0.0409709,0.08456326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004907111,0.004154391,0.04244323,0.003111098,0.0005002092,0.0007547712,0.00326017,0.001406931,0.004343659,0.4144026,0.1862986,0.3388337],"study_design_scores_gemma":[0.0007698413,0.001649438,0.0821805,0.002657841,0.0002894062,0.0007993655,0.01167569,0.00105831,0.003616141,0.1806167,0.714538,0.0001488095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04631519,0.03047437,0.008695102,0.5831801,0.01442871,0.0008910723,0.0006090144,0.0007489826,0.3146573],"genre_scores_gemma":[0.7010329,0.03376301,0.02386239,0.1657176,0.02263232,0.0007613025,0.0008475644,0.0002371986,0.05114559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09287907,"threshold_uncertainty_score":0.4911973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7900208833910991,"score_gpt":0.679930356441054,"score_spread":0.1100905269500451,"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."}}