{"id":"W2983484722","doi":"10.1016/j.joca.2019.10.006","title":"Infrared spectroscopy of serum as a potential diagnostic screening approach for naturally occurring canine osteoarthritis associated with cranial cruciate ligament rupture","year":2019,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Canadian Institutes of Health Research; University of Prince Edward Island; Innovation PEI; Oklahoma State University","keywords":"Osteoarthritis; Cruciate ligament; Medicine; Anterior cruciate ligament; Orthodontics; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002980256,0.0004164651,0.0008014621,0.000143088,0.0002118153,0.0001107147,0.0002068825,0.0002601649,0.0001604616],"category_scores_gemma":[0.0001481119,0.000403232,0.0002078233,0.0001711818,0.0001416494,0.0002604643,0.0002014515,0.0003571662,0.000006288834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658662,"about_ca_system_score_gemma":0.00006617765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002603241,"about_ca_topic_score_gemma":0.00006923439,"domain_scores_codex":[0.9974701,0.0001434521,0.0005873182,0.0007196289,0.0003832689,0.0006962444],"domain_scores_gemma":[0.9987476,0.0001911327,0.0003489205,0.0003602687,0.0001555132,0.0001965385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007799913,0.0004906485,0.02645259,0.0005846547,0.0001518507,0.003494306,0.002014843,0.0002868774,0.9321935,0.000225097,0.0001456411,0.02616003],"study_design_scores_gemma":[0.1515299,0.4644905,0.1529997,0.01357113,0.00214182,0.02405564,0.005321775,0.003814491,0.1599059,0.001967921,0.01036509,0.009836098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923581,0.00330886,0.0001561672,0.0000803384,0.0003370333,0.001400681,0.0006436254,0.00008850014,0.001626671],"genre_scores_gemma":[0.9973817,0.0001789678,0.001194049,0.0003957252,0.0001633288,0.0001453559,0.00008104191,0.00008377654,0.0003760681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7722876,"threshold_uncertainty_score":0.9998419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102689275115835,"score_gpt":0.242232743544218,"score_spread":0.2312058507930597,"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."}}