{"id":"W2564272527","doi":"10.1111/vsu.12593","title":"Evaluation of a scoring system based on conformation factors to predict cranial cruciate ligament disease in Labrador Retrievers","year":2016,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cruciate ligament; Predictive value; Contingency table; Radiography; Scoring system; Anterior cruciate ligament; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002665156,0.0002916705,0.0005181798,0.0008376321,0.00006902109,0.00001563805,0.000168541,0.0001094506,0.0001317168],"category_scores_gemma":[0.0005907434,0.000233768,0.0002102337,0.0003711094,0.00004950642,0.0003336027,0.0001050925,0.0001060593,0.00004896628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602049,"about_ca_system_score_gemma":0.0002462046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076903,"about_ca_topic_score_gemma":0.000004058165,"domain_scores_codex":[0.996473,0.0007279,0.0009074457,0.0004814851,0.0009928282,0.0004173172],"domain_scores_gemma":[0.9980838,0.000620033,0.0003251838,0.000539784,0.0001776466,0.0002535658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07738628,0.00202995,0.5164645,0.002791496,0.0002812112,0.006704683,0.002366605,0.007528237,0.2063072,0.00007551167,0.0009365049,0.1771278],"study_design_scores_gemma":[0.002739248,0.008232512,0.9486864,0.004454326,0.0001207726,0.0000967457,0.000133855,0.03306454,0.0006470237,0.00001889323,0.001145464,0.0006602604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969934,0.00005987448,0.000195198,0.0003175475,0.001230384,0.0007809608,0.0001563819,0.0001076062,0.0001586031],"genre_scores_gemma":[0.9995407,0.00003959608,0.00002587985,0.0001096621,0.00008218455,0.0001382694,0.0000141595,0.00003993744,0.000009559397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4322219,"threshold_uncertainty_score":0.9532782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230109017310742,"score_gpt":0.320467607796535,"score_spread":0.1974567060654608,"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."}}