{"id":"W4406583752","doi":"10.1016/j.ahc.2005.08.002","title":"10.1016/j.ahc.2005.08.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Biceps; Physical medicine and rehabilitation","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":[0.00007057663,0.0001525073,0.0002241619,0.00006618159,0.00005381299,0.00001404224,0.00007204029,0.00006819359,0.9983293],"category_scores_gemma":[0.000009107823,0.0001237234,0.00009198423,0.0001123726,0.00003111657,0.00003947768,0.00001434899,0.0000991542,0.9968339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007008236,"about_ca_system_score_gemma":0.00003538815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002733805,"about_ca_topic_score_gemma":3.572823e-7,"domain_scores_codex":[0.9990916,0.00001416888,0.0001580568,0.0002243437,0.0001932193,0.0003186619],"domain_scores_gemma":[0.9993099,0.00002102349,0.00001578089,0.0003345868,0.00002785245,0.0002908438],"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":[0.000232798,0.0002319837,0.000002006349,0.000009521747,0.00006552204,0.00006585981,0.00002695701,0.000005147376,0.00004528357,0.000001469277,0.3149357,0.6843778],"study_design_scores_gemma":[0.001069011,0.000557442,0.0003878593,0.0000411899,0.00009602225,0.00007134681,0.000001518011,0.00003925995,0.0003046906,0.000006001809,0.9972987,0.0001269216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003110394,0.0001682936,3.657892e-7,0.0009702381,0.000001259131,0.0003036942,0.00001334715,0.0001511594,0.9952812],"genre_scores_gemma":[0.0008740633,0.000001153954,0.000249289,0.0001271719,0.0001827968,0.0000284642,0.00004821792,0.00002963755,0.9984592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6842509,"threshold_uncertainty_score":0.5045295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008656205328278188,"score_gpt":0.195341266541863,"score_spread":0.1866850612135848,"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."}}