{"id":"W4382023557","doi":"10.3390/curroncol30070453","title":"Plasma Thermogram Parameters Differentiate Status and Overall Survival of Melanoma Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; Kentucky Science and Technology Corporation; National Center for Advancing Translational Sciences; Kentucky Science and Energy Foundation; U.S. Department of Defense","keywords":"Medicine; Melanoma; Proportional hazards model; Internal medicine; Oncology; Disease; Cancer; Dermatology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007696105,0.0001464949,0.0003336887,0.0001191976,0.00003959826,0.00001181293,0.0001326919,0.0001086497,0.0001503869],"category_scores_gemma":[0.00006023894,0.000126147,0.00009461759,0.0001958253,0.0001057263,0.00002765936,0.0001347507,0.0001532477,0.00001441015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006676621,"about_ca_system_score_gemma":0.00004380784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005104088,"about_ca_topic_score_gemma":0.00001678529,"domain_scores_codex":[0.9989486,0.00004521823,0.0002655213,0.0002434355,0.0001726133,0.0003245875],"domain_scores_gemma":[0.999229,0.0002610761,0.0001685309,0.0001761049,0.00005655357,0.0001087955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327873,0.0005322148,0.7382554,0.0001424479,0.0002130355,0.000004217329,0.0002703922,0.00001255254,0.001649639,0.0008676536,0.0002583948,0.2576613],"study_design_scores_gemma":[0.006688858,0.0006308852,0.9467065,0.00007551601,0.0003578092,0.000001598723,0.0004750346,0.01461667,0.00184289,0.002953338,0.02498969,0.000661215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973193,0.0002186584,0.00002567593,0.00001553138,0.0005646357,0.00005145878,0.0001213976,0.00005641814,0.001626906],"genre_scores_gemma":[0.9989795,0.0006002846,0.00001631045,0.000003269399,0.00004112567,0.000009448155,0.0002113299,0.00001731829,0.0001214176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570001,"threshold_uncertainty_score":0.5144125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06102390738463208,"score_gpt":0.3314007420188737,"score_spread":0.2703768346342416,"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."}}