{"id":"W2066041230","doi":"10.1054/mehy.2001.1477","title":"A thermodynamic interpretation of malignancy: do the genes come later?","year":2002,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Gene; Biology; Computational biology; DNA; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004154077,0.0007569849,0.001388171,0.001400749,0.001598608,0.003646387,0.002312416,0.004958387,0.009212546],"category_scores_gemma":[0.01484491,0.0004080972,0.0008581542,0.0009808303,0.01847275,0.01240293,0.002206575,0.006659111,0.002263536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179483,"about_ca_system_score_gemma":0.001180109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022585,"about_ca_topic_score_gemma":0.0007946145,"domain_scores_codex":[0.9986406,0.0004843303,0.00009922608,0.0002418145,0.0003166532,0.0002172841],"domain_scores_gemma":[0.9955534,0.001817834,0.0004741879,0.0007863163,0.0008119013,0.0005562731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001323612,0.00004940945,0.002441576,0.0001231084,0.00004398987,0.0005381115,0.0004986914,0.0006240745,0.001046027,0.9665981,0.01048796,0.01741661],"study_design_scores_gemma":[0.00001934425,0.00002434042,0.000688955,0.00003255174,0.00001524303,0.0004204877,0.000245283,0.0005322943,0.0002855755,0.9850026,0.01270778,0.00002552903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08049271,0.03152193,0.1399653,0.5991241,0.01889748,0.0001168339,0.0009532431,0.0006318872,0.1282966],"genre_scores_gemma":[0.897471,0.01005781,0.01694616,0.0399266,0.01507763,0.0001407513,0.0003692616,0.0003853877,0.01962543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009212546,"threshold_uncertainty_score":0.03081906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603901519449965,"score_gpt":0.2402547814658051,"score_spread":0.2242157662713055,"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."}}