{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002747704,0.0002025817,0.0001992775,0.0003833413,0.0001131784,0.0003035091,0.00006637815,0.0002492948,0.0008556531],"category_scores_gemma":[0.001238801,0.00005850656,0.000195632,0.0002828575,0.0001129323,0.0001694206,0.0001248633,0.0002803871,0.0002535064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165838,"about_ca_system_score_gemma":0.00009430861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008257558,"about_ca_topic_score_gemma":0.000934268,"domain_scores_codex":[0.9999266,0.00002286484,0.000006303555,0.00001893146,0.00001379325,0.00001142803],"domain_scores_gemma":[0.999631,0.0001052828,0.0001214739,0.00003612125,0.00005683793,0.0000492687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007595156,0.0000634262,0.9739939,0.00001844057,0.00007820067,0.00009869674,0.00008751881,0.0005869006,0.01327207,0.00005649216,0.000226208,0.01075863],"study_design_scores_gemma":[0.000006044827,0.0002656133,0.9937087,0.000006747114,0.00005093482,0.0003318758,0.0000676803,0.002448517,0.002482618,0.0001585782,0.0004658569,0.000006742965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981779,0.0004057631,0.0005840033,0.0000408585,0.000005993877,0.00000588897,0.0002578623,0.0000161451,0.0005055844],"genre_scores_gemma":[0.9994296,0.00006572357,0.0001623938,0.00001588358,0.00000565311,0.000002738156,0.0001534966,0.000002420339,0.0001621635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008556531,"threshold_uncertainty_score":0.002862453,"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."}}