{"id":"W4232860573","doi":"10.1007/978-1-4939-1673-3_5","title":"Inflammatory Arthritides","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694483,0.0007860523,0.0005358053,0.001186329,0.0004726062,0.001188031,0.0004749731,0.0008220632,0.03450847],"category_scores_gemma":[0.0005444177,0.0002009292,0.0003328669,0.0006491733,0.0006830416,0.001204443,0.001075979,0.001970323,0.01639775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005127743,"about_ca_system_score_gemma":0.0006425894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000607604,"about_ca_topic_score_gemma":0.002536122,"domain_scores_codex":[0.9998202,0.00003806799,0.00001070418,0.00001907513,0.00009000272,0.0000220394],"domain_scores_gemma":[0.9998963,0.00004595451,0.000007784929,0.000008856421,0.00002498391,0.00001613136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003726994,0.00007674254,0.0001186419,0.0008227492,0.00001093858,0.00039978,0.000236084,0.0002650073,0.001291831,0.0518458,0.5027632,0.4421319],"study_design_scores_gemma":[0.000003932921,0.00001066514,0.0001008711,0.0002618549,0.000003149356,0.0005653576,0.00002398996,0.0000197872,0.00008684873,0.005049577,0.9938711,0.000002944978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001044331,0.2688038,0.004397684,0.00671945,0.01063136,0.00007774557,0.0002044744,0.0001963045,0.7079248],"genre_scores_gemma":[0.004920008,0.1253215,0.003135534,0.006713233,0.005138489,0.00008034702,0.0002229847,0.00007803708,0.8543898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03450847,"threshold_uncertainty_score":0.1154423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445611499069695,"score_gpt":0.232366452243314,"score_spread":0.217910337252617,"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."}}