{"id":"W4406648308","doi":"10.1016/b978-2-84299-976-6.50080-2","title":"10.1016/b978-2-84299-976-6.50080-2","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":[0.0007170751,0.001995228,0.00114988,0.00156079,0.00126315,0.004000757,0.002438865,0.003659309,0.9783468],"category_scores_gemma":[0.001406695,0.0006982157,0.0007305765,0.001613264,0.0009533002,0.00400703,0.002991321,0.002004598,0.9883202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007502103,"about_ca_system_score_gemma":0.000690199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259642,"about_ca_topic_score_gemma":0.002898746,"domain_scores_codex":[0.9996331,0.00002117368,0.00002033765,0.0001237878,0.0001358014,0.00006577634],"domain_scores_gemma":[0.9987808,0.0003869296,0.00007627669,0.0001442343,0.000235525,0.0003762772],"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":[0.0001320317,0.0001117123,0.0002862266,0.0003929847,0.00001359982,0.0001266889,0.00007668529,0.0002753947,0.002231115,0.00588591,0.389186,0.6012816],"study_design_scores_gemma":[0.00001367387,0.000037873,0.0003727179,0.0002283117,0.000005871484,0.0001649568,0.00006166919,0.00009184415,0.0002677518,0.0009809615,0.9977647,0.000009726915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001495718,0.0004226882,0.0007276586,0.0002181875,0.0001455674,0.00003652163,0.0005037206,0.0007462591,0.9970498],"genre_scores_gemma":[0.0003697013,0.0002372242,0.0003228542,0.00009370904,0.00002893344,0.00002431356,0.0003014793,0.0001804653,0.9984414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02165318,"threshold_uncertainty_score":0.03088552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009239181668797752,"score_gpt":0.1948584063408595,"score_spread":0.1856192246720617,"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."}}