{"id":"W2282777487","doi":"10.12968/jowc.2016.25.2.87","title":"Photoacoustic imaging of real-time oxygen changes in chronic leg ulcers after topical application of a haemoglobin spray: a pilot study","year":2016,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"FujiFilm VisualSonics (Canada)","funders":"","keywords":"Medicine; Oxygenation; Photoacoustic imaging in biomedicine; Oxygen saturation; Oxygen; Saturation (graph theory); Oxygen delivery; Biomedical engineering; Anesthesia; Surgery; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239293,0.0001410204,0.0003566852,0.0001996306,0.00001398956,0.00001081677,0.0001760438,0.00002977075,0.00005209721],"category_scores_gemma":[0.00003410638,0.0001073469,0.0000603317,0.0001584013,0.00004997546,0.000128064,0.00002549132,0.0001459944,0.000002439201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000628112,"about_ca_system_score_gemma":0.0001129145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081971,"about_ca_topic_score_gemma":0.000153426,"domain_scores_codex":[0.9988919,0.00003505809,0.0004605248,0.0001169026,0.0002751029,0.0002205122],"domain_scores_gemma":[0.9993284,0.00009180226,0.0001795905,0.0001907414,0.0001478422,0.00006167069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001886107,0.0001359646,0.01639026,0.0003483979,0.0000924389,0.00006820118,0.002659613,0.001678479,0.9665447,0.000004291966,0.00008654762,0.01180254],"study_design_scores_gemma":[0.02399462,0.009200864,0.6313839,0.006489667,0.001655303,0.0008955258,0.04007335,0.03421401,0.2476539,0.0004348647,0.001647687,0.002356305],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938596,0.0007963973,0.004539665,0.00006622172,0.0001313482,0.0002932394,0.00002079842,0.00001832714,0.0002743861],"genre_scores_gemma":[0.9994624,0.00009169797,0.000218978,0.00001018112,0.0001494957,0.00002015413,7.607655e-7,0.00002409663,0.00002225487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7188907,"threshold_uncertainty_score":0.4377479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006332498431161723,"score_gpt":0.226259518033623,"score_spread":0.2199270196024613,"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."}}