{"id":"W4381165944","doi":"10.5505/tjo.2023.4015","title":"Frostbite and Cancer","year":2023,"lang":"en","type":"article","venue":"Turkish Journal of Oncology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College","funders":"","keywords":"Frostbite; Medicine; Cancer; Surgery; Internal medicine","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":[0.0003121283,0.00005487712,0.0002704675,0.0001881101,0.00002629583,0.00000713643,0.00004907426,0.00005567299,0.0002748941],"category_scores_gemma":[0.00006201513,0.0000397855,0.0000563914,0.0001573727,0.00004881571,0.00005808215,0.00003851898,0.0001777538,0.00003063871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004973146,"about_ca_system_score_gemma":0.00008051839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007842958,"about_ca_topic_score_gemma":0.000005824018,"domain_scores_codex":[0.9994524,0.00002274549,0.0002187256,0.00005753625,0.0001177079,0.0001308996],"domain_scores_gemma":[0.9995739,0.00007401634,0.0001353819,0.00005277743,0.00007768938,0.0000862441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006801008,0.00008629717,0.247175,0.00009360096,0.0003857951,0.002140033,0.0007026925,0.000008185505,0.003583943,0.0005619095,0.361935,0.3826475],"study_design_scores_gemma":[0.002034478,0.0008055,0.3163069,0.00004681452,0.0001428901,0.0003847657,0.0002163738,0.0000324223,0.0001954504,0.0003831067,0.6794025,0.00004877605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710302,0.001337538,0.00001268652,0.01912351,0.0008804366,0.00007136623,0.000001912159,0.00002116559,0.007521134],"genre_scores_gemma":[0.982394,0.005092756,0.000453604,0.003302347,0.0008477559,0.000002625353,0.000002433237,0.00001397963,0.007890465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825988,"threshold_uncertainty_score":0.3009897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239201254328592,"score_gpt":0.3788608535647368,"score_spread":0.3364688410214509,"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."}}