{"id":"W4390870713","doi":"10.1055/s-0043-1778005","title":"Aging Not All Bad for Labrador and Golden Retrievers","year":2024,"lang":"en","type":"editorial","venue":"Veterinary and Comparative Orthopaedics and Traumatology","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical record; Cruciate ligament; Retrospective cohort study; Radiography; Surgery; Anterior cruciate ligament","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000550985,0.0009264274,0.001642491,0.0003920339,0.0003784607,0.0002126762,0.0002658936,0.001159136,0.0000361421],"category_scores_gemma":[0.00009401777,0.0008816558,0.0002281659,0.0001628475,0.0008131925,0.0002200918,0.0006926215,0.001367849,0.00001598872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002554122,"about_ca_system_score_gemma":0.0001171022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005561556,"about_ca_topic_score_gemma":0.00003141498,"domain_scores_codex":[0.9960675,0.0003392512,0.0008069949,0.001680762,0.0003130782,0.0007923695],"domain_scores_gemma":[0.9969682,0.001811522,0.0003106082,0.0004067686,0.000139317,0.0003636591],"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":[0.01487994,0.0003957187,0.0008132923,0.006709334,0.002624628,0.01592183,0.005863601,0.000001196409,0.002069495,0.01905663,0.9133241,0.01834028],"study_design_scores_gemma":[0.001923013,0.01487387,0.0004888941,0.0002395299,0.0004012282,0.006257273,0.0001693897,0.0005333871,0.000006953268,0.0006712762,0.973568,0.0008672304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721764,0.0120762,0.00008502464,0.0009946119,0.2114445,0.0009367585,0.001541454,0.0001918073,0.0005531866],"genre_scores_gemma":[0.9135924,0.009737062,0.0006181951,0.0005294346,0.07317481,0.0003452084,0.0007368089,0.0001671383,0.001098943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141416,"threshold_uncertainty_score":0.9993634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171294212872048,"score_gpt":0.3692046663920506,"score_spread":0.2520752451048458,"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."}}