{"id":"W4255910663","doi":"10.1111/iwj.12476","title":"News and views","year":2015,"lang":"en","type":"article","venue":"International Wound Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006407563,0.00009873416,0.0001043733,0.000177099,0.00007064058,0.0003693453,0.0002476427,0.00003485013,0.0005494914],"category_scores_gemma":[0.0002734836,0.00008207227,0.00004874096,0.00007231054,0.00005525448,0.000493011,0.00006776186,0.000274981,0.002141793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519294,"about_ca_system_score_gemma":0.0001093977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002826234,"about_ca_topic_score_gemma":0.00005825241,"domain_scores_codex":[0.9987906,0.00005995618,0.0002798932,0.0001198826,0.0005964554,0.0001531791],"domain_scores_gemma":[0.9990438,0.00003217719,0.0001721473,0.00007832267,0.0003653986,0.0003081989],"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":[0.0004420853,0.0002572559,0.1043194,0.000003463118,0.0003794051,0.0004162739,0.00213087,0.0002587006,0.003558773,0.01544435,0.826696,0.04609339],"study_design_scores_gemma":[0.001266323,0.00005543282,0.007900353,0.00002032516,0.00001128021,0.004212093,0.0003238579,0.0003539784,0.00006531322,0.02064338,0.9650249,0.0001227427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775525,0.001352759,0.002208782,0.006826643,0.004666185,0.0001171056,0.00002908714,0.00006961897,0.2092048],"genre_scores_gemma":[0.9878832,0.00008496353,0.003596407,0.0008129681,0.00223092,0.000003512096,0.00000769428,0.0000399763,0.005340423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123581,"threshold_uncertainty_score":0.9986352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003737038138539,"score_gpt":0.3552304807195393,"score_spread":0.2548567769056854,"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."}}