{"id":"W3187629200","doi":"10.1503/cmaj.202258","title":"Use of fluorescence to visualize response to iloprost treatment for frostbite","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Royal University Hospital; University of Saskatchewan; University of Calgary","funders":"","keywords":"Frostbite; Iloprost; Medicine; Surgery; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001053218,0.0001049828,0.0003017246,0.00024889,0.0001186196,0.00006462191,0.00008028595,0.0001584335,0.001297478],"category_scores_gemma":[0.009166532,0.00009134224,0.0001441676,0.0003418843,0.00001217492,0.00007142546,0.0000174062,0.0001713514,0.00006822627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229659,"about_ca_system_score_gemma":0.002417144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006482838,"about_ca_topic_score_gemma":0.007269109,"domain_scores_codex":[0.9981872,0.0001269765,0.0003925817,0.0001629854,0.0007592054,0.0003709895],"domain_scores_gemma":[0.9968566,0.0004246162,0.0001022397,0.0001411441,0.000639696,0.001835652],"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":[0.002178693,0.0002390574,0.2460093,0.00004838048,0.0006570229,0.00156876,0.001892078,0.000009436449,0.006521659,0.0006004839,0.6145321,0.125743],"study_design_scores_gemma":[0.001435121,0.0005381792,0.135574,0.0001351947,0.00006667776,0.0000591584,0.0002199099,0.00004623433,0.001775892,0.00001804823,0.8600342,0.00009738007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921216,0.00006244332,0.0006366955,0.2053176,0.0008586841,0.0005847096,0.0001575903,0.00001548276,0.0002450893],"genre_scores_gemma":[0.7016612,0.0003007831,0.02911223,0.1785622,0.003605362,0.0001380953,0.0001413103,0.0001156851,0.08636311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2455022,"threshold_uncertainty_score":0.9996155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271161031541146,"score_gpt":0.3217644230484437,"score_spread":0.2890528127330322,"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."}}