{"id":"W4377140177","doi":"10.3390/ani13101664","title":"Inter-Rater Reliability of Scoring Systems for Abomasal Lesions in Quebec Veal Calves","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Inter-rater reliability; Lesion; Medicine; Kappa; Concordance; Internal medicine; Surgery; Statistics; Mathematics; Rating scale","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008259094,0.0001230917,0.000384058,0.0002502553,0.00007984639,0.0001233666,0.000442292,0.00007741225,0.0000633948],"category_scores_gemma":[0.003732508,0.00008649365,0.0001530108,0.0007341719,0.0001007526,0.0002184345,0.0001494426,0.00009140803,0.0001427279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008332876,"about_ca_system_score_gemma":0.00008549116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005846848,"about_ca_topic_score_gemma":0.003085698,"domain_scores_codex":[0.996994,0.0002674369,0.001071164,0.0004902627,0.0008640453,0.000313071],"domain_scores_gemma":[0.9971345,0.001684558,0.0001908787,0.000579143,0.0003432134,0.00006771107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005145479,0.000498636,0.8598137,0.0004734673,0.00004273608,0.00001822979,0.004880555,0.007138798,0.0569091,0.008540067,0.04215755,0.01901266],"study_design_scores_gemma":[0.0009573064,0.0004679649,0.9230821,0.0003983471,0.00001714714,9.959589e-7,0.006380728,0.007446737,0.006629019,0.02132204,0.03297127,0.0003264176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966174,0.0001242319,0.0006357853,0.0008471525,0.0005711346,0.0006088248,0.00003683491,0.00003773805,0.0005208774],"genre_scores_gemma":[0.9979857,0.00001883043,0.0001813656,0.00002768151,0.00007213776,0.00009469442,0.000002767084,0.000007821074,0.001609044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06326836,"threshold_uncertainty_score":0.8838724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235983023378381,"score_gpt":0.4084871304609386,"score_spread":0.1848888281231005,"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."}}