{"id":"W4406648307","doi":"10.1016/b978-2-84299-976-6.50090-5","title":"10.1016/b978-2-84299-976-6.50090-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007489088,0.002054976,0.001211467,0.00158681,0.001296164,0.003985244,0.002551805,0.003637991,0.9784502],"category_scores_gemma":[0.001399782,0.0006984677,0.0007577402,0.001630162,0.0009746143,0.004062525,0.003042071,0.001999828,0.9886839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007632661,"about_ca_system_score_gemma":0.0006984291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577614,"about_ca_topic_score_gemma":0.002894257,"domain_scores_codex":[0.9996144,0.00002209287,0.00002148632,0.0001297,0.0001416171,0.0000707629],"domain_scores_gemma":[0.9986997,0.0004104535,0.00008402229,0.0001560331,0.000253562,0.0003961966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001320998,0.0001103211,0.0002881321,0.000398814,0.00001418309,0.0001248326,0.00007613133,0.00028551,0.002308313,0.005806242,0.374827,0.6156285],"study_design_scores_gemma":[0.00001417237,0.00004106512,0.0003838946,0.0002388445,0.000006190063,0.0001683729,0.00006223765,0.00009926407,0.0002946547,0.001013849,0.9976671,0.00001043868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000157588,0.0004505244,0.0007956229,0.0002184058,0.0001544318,0.00003851561,0.0005231111,0.0007994139,0.9968624],"genre_scores_gemma":[0.0003879597,0.000244275,0.0003348853,0.00009502444,0.00002975739,0.00002540241,0.0003150316,0.0001847223,0.9983829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02154976,"threshold_uncertainty_score":0.03073812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048111905277215,"score_gpt":0.1948364720565262,"score_spread":0.185788360151249,"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."}}