{"id":"W4409354093","doi":"10.1002/9781119290506.ch6","title":"Case Reports","year":2025,"lang":"en","type":"other","venue":"","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001665629,0.00009866597,0.0001782362,0.000121596,0.0002572703,0.000002503434,0.00001932676,0.0002074618,0.08507527],"category_scores_gemma":[0.0001762266,0.00007780855,0.00002832197,0.00006985122,0.00001239796,0.00001853655,0.00008938933,0.0002924538,0.002601631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002869901,"about_ca_system_score_gemma":0.0003614332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609476,"about_ca_topic_score_gemma":0.0006521451,"domain_scores_codex":[0.9992655,0.0001104443,0.0002301259,0.0001801277,0.00005380951,0.000160013],"domain_scores_gemma":[0.9991526,0.000180954,0.0002403366,0.0003489965,0.00004282025,0.00003426348],"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":[0.000001445016,0.00001394613,0.0002710088,0.0002003551,0.00004960906,0.008269405,0.0002305593,2.474341e-9,1.238182e-7,0.000381186,0.9901661,0.0004163132],"study_design_scores_gemma":[0.00004017908,0.000006575167,0.00001579653,0.0001592635,0.00003491849,0.001699018,0.003747908,5.397753e-8,4.288496e-8,0.00005444923,0.9941682,0.00007354754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001552758,0.0004935958,0.00006762381,0.001503198,0.004159712,0.0003329089,0.000007612282,0.0002785688,0.9931412],"genre_scores_gemma":[0.0002237802,0.0002652496,0.0005979383,0.00222888,0.000663539,0.0001272464,0.00001004528,0.00008810686,0.9957952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08247364,"threshold_uncertainty_score":0.998175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3694048424521276,"score_gpt":0.5733298244285888,"score_spread":0.2039249819764613,"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."}}