{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002229874,0.0005900476,0.000380313,0.002119781,0.0001552043,0.0005087173,0.0003668598,0.0004402654,0.0008686168],"category_scores_gemma":[0.005142777,0.0001542129,0.0002538113,0.00060873,0.0002855817,0.0003848479,0.0002925291,0.0002211807,0.000410174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270403,"about_ca_system_score_gemma":0.000198115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385128,"about_ca_topic_score_gemma":0.001849643,"domain_scores_codex":[0.9991781,0.0002876169,0.0000910227,0.000114122,0.0002728842,0.0000562576],"domain_scores_gemma":[0.9971219,0.0006252755,0.001229607,0.0001352816,0.0006757942,0.0002122295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259122,0.00006125105,0.9913663,0.0000148309,0.00005053706,0.0000345358,0.00003452016,0.0002060099,0.002043733,0.00001373134,0.0001100104,0.005838483],"study_design_scores_gemma":[0.00003941026,0.001414962,0.9930386,0.00001656563,0.00006144724,0.0005987557,0.0001001309,0.003622704,0.000813027,0.00002863933,0.0002563146,0.00000941678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980915,0.0001928028,0.0009834251,0.0000223116,0.000007469475,0.0000418735,0.000171707,0.00001849043,0.0004704537],"genre_scores_gemma":[0.9971418,0.00008671855,0.002171773,0.00001219066,0.00001587652,0.00003681238,0.0003596194,0.000003365988,0.0001717794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002229874,"threshold_uncertainty_score":0.01179284,"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."}}