{"id":"W4406580189","doi":"10.1016/s1541-9800(05)70812-7","title":"10.1016/s1541-9800(05)70812-7","year":2000,"lang":"en","type":"article","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":"Arthritis; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000668069,0.0001787011,0.0002683385,0.00005779119,0.00007610492,0.00002031392,0.00008832951,0.00006962485,0.9985824],"category_scores_gemma":[0.00001753467,0.0001451385,0.0001327333,0.0001640974,0.00003299109,0.00006729739,0.00003219165,0.00009312013,0.9944302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006421164,"about_ca_system_score_gemma":0.00003134376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804161,"about_ca_topic_score_gemma":4.122412e-7,"domain_scores_codex":[0.99896,0.00002173934,0.0001994574,0.0002382127,0.0002408428,0.0003397164],"domain_scores_gemma":[0.9992885,0.00002235903,0.00002352424,0.0003250968,0.00003851452,0.0003019826],"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":[0.0002883838,0.0002245514,0.000003131154,0.00003143707,0.0001008586,0.00007363701,0.00002045317,0.000003825858,0.00002514065,0.000002857993,0.2664534,0.7327723],"study_design_scores_gemma":[0.0009807848,0.0006770969,0.0005686341,0.00004430986,0.00008313003,0.00005729021,0.000001666315,0.00002210366,0.00008544828,0.0000101124,0.9973184,0.0001510375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009659912,0.00007510663,2.579701e-7,0.0006617442,0.000002633964,0.0003466784,0.00002383501,0.0001276689,0.9891022],"genre_scores_gemma":[0.002327267,7.045752e-7,0.0001113121,0.0001864394,0.000241651,0.0000323398,0.00007041696,0.00003100945,0.9969988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7326213,"threshold_uncertainty_score":0.5918574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005941526839016978,"score_gpt":0.1949801150080554,"score_spread":0.1890385881690384,"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."}}