{"id":"W6968157443","doi":"10.5281/zenodo.15788979","title":"Hip Dysplasia in Dogs: Unraveling the Role of Anatomical Conformation in Pathogenesis and Treatment","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modalities; Pathogenesis; Orthopedic surgery; Dysplasia; Focus (optics); Hip dysplasia","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":[0.0008571796,0.0003931039,0.0005717948,0.001435363,0.0002366705,0.001107409,0.0004564934,0.0009784438,0.001768865],"category_scores_gemma":[0.001232045,0.0001461333,0.0003398029,0.0005291661,0.00103221,0.0009606713,0.0008992579,0.001059638,0.0004351883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868906,"about_ca_system_score_gemma":0.0007685141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090188,"about_ca_topic_score_gemma":0.00216058,"domain_scores_codex":[0.9996645,0.00009191204,0.0000474704,0.00005674077,0.0001038616,0.00003545194],"domain_scores_gemma":[0.999531,0.000188322,0.000126774,0.00001831952,0.00008683553,0.00004874029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003614777,0.0001610874,0.02014972,0.006584658,0.0001243289,0.004916365,0.0006830457,0.0008734589,0.01447967,0.01134321,0.0148647,0.9254584],"study_design_scores_gemma":[0.00009225305,0.001868679,0.08514764,0.02216049,0.0005740747,0.09968172,0.003287643,0.002443097,0.007942092,0.02989153,0.7467027,0.000207995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01919337,0.9590919,0.006035547,0.007065791,0.0007392386,0.00002989352,0.0001138764,0.00007672009,0.007653794],"genre_scores_gemma":[0.1426037,0.83746,0.0122865,0.001720841,0.003140463,0.00004317753,0.0003016456,0.00003069754,0.002412898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001768865,"threshold_uncertainty_score":0.00591743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744830819901879,"score_gpt":0.2800924496435071,"score_spread":0.2426441414444883,"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."}}