{"id":"W2791445537","doi":"10.1111/iwj.12897","title":"Another Year, Another Reflection","year":2018,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Subject (documents); Service (business); Public relations; Marketing; Library science; Political science","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":["insufficient_payload"],"category_scores_codex":[0.000142478,0.00007295197,0.00008634548,0.0001246496,0.0001258116,0.00006967664,0.00006101521,0.00005081743,0.003795764],"category_scores_gemma":[0.0000345543,0.00005588785,0.00006786441,0.00006112584,0.00004792081,0.00008510487,0.000009436757,0.0001663816,0.0008229081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144425,"about_ca_system_score_gemma":0.00007532073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002749704,"about_ca_topic_score_gemma":0.00001841765,"domain_scores_codex":[0.9992841,0.0000169481,0.0001663578,0.0001041624,0.0003027137,0.0001256527],"domain_scores_gemma":[0.9995124,0.00001405141,0.00007493165,0.00008242307,0.00026021,0.0000559369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00400841,0.00221711,0.6091344,0.00002852164,0.003015975,0.0006740469,0.002416815,0.00001119463,0.02701356,0.00689039,0.2706275,0.07396208],"study_design_scores_gemma":[0.00357459,0.0007835751,0.1033412,0.0001479278,0.00007365914,0.003452857,0.00008736455,0.0001019773,0.002944094,0.003859772,0.881498,0.0001350596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.632753,0.0001132588,0.003409004,0.009147359,0.004256178,0.0001265306,0.00000569912,0.00006928549,0.3501197],"genre_scores_gemma":[0.9615811,0.00003719664,0.002261127,0.001705246,0.003312978,0.000002228073,0.000005001144,0.00001843532,0.03107676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6108705,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268956716043914,"score_gpt":0.3674808716047868,"score_spread":0.3247913044443476,"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."}}