{"id":"W7005481383","doi":"","title":"A retrospective study on findings of canine hip dysplasia screening in Kenya","year":2016,"lang":"en","type":"article","venue":"University of Nairobi Research Archive (University of Nairobi)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip dysplasia; Labrador Retriever; Retrospective cohort study; German Shepherd Dog; Breed; Medical record","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":[0.0005739023,0.0002251966,0.0003256879,0.001584743,0.0007749264,0.0005375102,0.0003954666,0.0002618713,0.002252088],"category_scores_gemma":[0.001772073,0.0004112541,0.0001917223,0.001677983,0.0004951688,0.0005896459,0.0005461206,0.0002007802,0.0003754343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006154947,"about_ca_system_score_gemma":0.0009704808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00916834,"about_ca_topic_score_gemma":0.02036222,"domain_scores_codex":[0.9992329,0.0001468313,0.0001482024,0.0001545088,0.0001855048,0.000132149],"domain_scores_gemma":[0.9988832,0.0001636211,0.0006048144,0.0000564587,0.0001777861,0.0001141715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004207486,0.00002582588,0.9948741,0.0001063359,0.00001575822,0.001655308,0.0004672373,0.000008826388,0.0003137463,0.0000338975,0.0002992449,0.002157693],"study_design_scores_gemma":[0.000005230721,0.0002046064,0.9780952,0.0002461948,0.00003884402,0.01361713,0.003980619,0.00004925568,0.0001758403,0.00002995947,0.003544424,0.00001258627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951435,0.001636192,0.0001534538,0.00005638384,0.00001309219,0.0001032971,0.0008031537,0.000005318702,0.002085682],"genre_scores_gemma":[0.9965873,0.001513886,0.0003015997,0.0001297163,0.00001566104,0.00006117584,0.0009634405,0.00000450388,0.0004227414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00916834,"threshold_uncertainty_score":0.0182299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839952626953366,"score_gpt":0.2646670502450746,"score_spread":0.2462675239755409,"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."}}