{"id":"W2272463525","doi":"10.1371/journal.pone.0102241.t001","title":"Categories used in determining diagnosis for joint disorders and cancers of interest in Golden Retrievers and Labrador Retrievers (1–8 years old) admitted to the Veterinary Medical Hospital, University of California, Davis, from 2000–2012.","year":2015,"lang":"en","type":"paratext","venue":"Figshare","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0004099114,0.0003345588,0.0002089468,0.003093948,0.0005196594,0.0003953164,0.0007432129,0.000466464,0.02258262],"category_scores_gemma":[0.002371741,0.0002335076,0.0004860703,0.002145709,0.0003297372,0.0005077687,0.0004872761,0.0003903671,0.003933696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468594,"about_ca_system_score_gemma":0.000692712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06807209,"about_ca_topic_score_gemma":0.1322489,"domain_scores_codex":[0.9995973,0.00004027798,0.00006943315,0.00007757241,0.000101311,0.00011416],"domain_scores_gemma":[0.9984168,0.0002439718,0.0005924583,0.00005849283,0.0004957582,0.0001925341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000802762,0.00008670714,0.8167662,0.0003589414,0.00009174525,0.0008885736,0.0003190229,0.0005864815,0.0008109121,0.0002583891,0.1578518,0.02117838],"study_design_scores_gemma":[0.00002819587,0.00006455922,0.9873112,0.0002324505,0.00003203594,0.0009381556,0.0006520879,0.0001957706,0.0001761386,0.00008725819,0.01026508,0.0000171538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5451242,0.003149429,0.001165391,0.001052952,0.0005429095,0.0007811994,0.380844,0.0003529131,0.06698714],"genre_scores_gemma":[0.7908133,0.001771027,0.002594563,0.0006586176,0.0001542011,0.0003900364,0.18575,0.0001323133,0.01773601],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.06807209,"threshold_uncertainty_score":0.1353517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295125478666143,"score_gpt":0.3080824678259073,"score_spread":0.178569919959293,"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."}}