{"id":"W4392542896","doi":"10.1097/j.pain.0000000000003190","title":"Digging deeper into pain: an ethological behavior assay correlating well-being in mice with human pain experience","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council; Versus Arthritis; Gates Cambridge Trust; Crohn's and Colitis UK; Arthritis Australia; Arthritis Society; Rosetrees Trust; Wellcome Trust; Cambridge Trust; Arthritis New Zealand; Crohn's and Colitis Canada; AstraZeneca","keywords":"Digging; Meloxicam; Medicine; Analgesic; Nociception; Chronic pain; Anesthesia; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01120978,0.0002382146,0.0002836895,0.0001494301,0.0001802192,0.00007355345,0.0001016859,0.0001444456,0.0001543209],"category_scores_gemma":[0.0008382738,0.0001760692,0.00006087009,0.0002881286,0.00006719215,0.0001522321,0.00004037619,0.0004163489,0.00002090985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778191,"about_ca_system_score_gemma":0.00003624537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723708,"about_ca_topic_score_gemma":0.0001623959,"domain_scores_codex":[0.99633,0.002150463,0.0002907512,0.0005370057,0.0002871275,0.0004046964],"domain_scores_gemma":[0.998428,0.001102528,0.00004378838,0.0002341672,0.00002615423,0.0001653075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000064919,0.0006747274,0.653194,0.000222274,0.00005284105,0.007178206,0.02618286,0.00003572382,0.04648326,0.002512855,0.00007459451,0.2633237],"study_design_scores_gemma":[0.009667332,0.01559111,0.2198931,0.01770887,0.00118421,0.0009916734,0.09738513,0.5750098,0.02865713,0.02075182,0.008035056,0.005124832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8736091,0.0002781786,0.1240798,0.000262864,0.00007466863,0.0004541238,5.420709e-7,0.0002509837,0.0009898014],"genre_scores_gemma":[0.9801232,0.000005555231,0.01807971,0.001112415,0.0000875715,0.0002476965,0.00003606314,0.00004336624,0.0002644765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5749741,"threshold_uncertainty_score":0.7179894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046232228066484,"score_gpt":0.3192329555246018,"score_spread":0.298770633243937,"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."}}