{"id":"W2989119490","doi":"10.1016/j.burns.2019.05.008","title":"Burns objective scar scale (BOSS): Validation of an objective measurement devices based burn scar scale panel","year":2019,"lang":"en","type":"article","venue":"Burns","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Scar Free Foundation; Wellcome Trust","keywords":"Medicine; Erythema; Scars; Receiver operating characteristic; Area under the curve; Hypertrophic scar; Surgery; Dermatology; Nuclear medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0006311151,0.0002936541,0.0006229819,0.0002817572,0.0001273422,0.00004517895,0.0002080657,0.0001950596,0.0004419592],"category_scores_gemma":[0.00007088375,0.0002108508,0.0002122468,0.0004143282,0.0002322967,0.0002311053,0.00006652389,0.0002518029,0.000169962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384382,"about_ca_system_score_gemma":0.0003583647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004170527,"about_ca_topic_score_gemma":0.00009353069,"domain_scores_codex":[0.9969756,0.0002410598,0.0004319736,0.0005775471,0.001284187,0.0004896449],"domain_scores_gemma":[0.9979331,0.00008456047,0.0002112142,0.0006353933,0.000862535,0.0002731834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001846234,0.006461902,0.859197,0.001081251,0.001117267,0.0001588795,0.005112233,0.001368975,0.1124239,0.0001727714,0.0005423972,0.01051729],"study_design_scores_gemma":[0.008734166,0.002882621,0.594802,0.0008080986,0.0005002827,0.0001328912,0.005994872,0.002423814,0.3820612,0.0003027579,0.0008380127,0.0005192881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874671,0.0003130291,0.0003038483,0.0003662689,0.0002024119,0.001461493,0.00005080209,0.00009079271,0.009744216],"genre_scores_gemma":[0.9976984,0.00002152365,0.001142884,0.000119357,0.00009953463,0.00007114644,0.00009309685,0.000037384,0.0007166991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696374,"threshold_uncertainty_score":0.8598246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859160979219356,"score_gpt":0.3115236055378307,"score_spread":0.2629319957456371,"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."}}