{"id":"W3027314056","doi":"10.1371/journal.pone.0233257","title":"Canine hip dysplasia screening: Comparison of early evaluation to final grading in 231 dogs with Fédération Cynologique Internationale A and B","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip dysplasia; Breed; Logistic regression; Population; Subluxation; Nuclear medicine; Cohort; Internal medicine; Surgery; Animal science; Radiography; Biology; Pathology","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":[0.0009137858,0.0002477607,0.0003892415,0.001712562,0.000283721,0.0004080105,0.000194462,0.0003325076,0.000921928],"category_scores_gemma":[0.001773815,0.0002331836,0.0004188887,0.0005749711,0.0003600506,0.0002948514,0.0005091242,0.0002514722,0.0002226179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004758584,"about_ca_system_score_gemma":0.0003236324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954844,"about_ca_topic_score_gemma":0.00587754,"domain_scores_codex":[0.9992486,0.0001057425,0.00008641557,0.000162615,0.0002494261,0.0001472878],"domain_scores_gemma":[0.9988217,0.0001962027,0.0004909972,0.00006718892,0.0002146935,0.0002091812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002896287,0.00004251807,0.9966629,0.000008514747,0.00002213044,0.0001237171,0.00005751411,0.00003539113,0.0007586321,0.000009872269,0.0000336184,0.001955539],"study_design_scores_gemma":[0.000004999279,0.0002838096,0.9987504,0.000002935526,0.00001926795,0.000421603,0.0001295584,0.0001025578,0.000162734,0.000007901642,0.0001111007,0.000003071779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996176,0.00007165737,0.00005814618,0.000003788828,0.000002049205,0.000006291075,0.00006620489,0.000001716404,0.0001725872],"genre_scores_gemma":[0.9993868,0.00004590206,0.0001542808,0.000004611356,0.000003593212,0.000007537462,0.000269296,0.000001145184,0.0001269106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003954844,"threshold_uncertainty_score":0.0078637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3243318666868596,"score_gpt":0.3485860053871397,"score_spread":0.02425413870028004,"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."}}