{"id":"W4413605208","doi":"10.64628/aam.d77jn6ske","title":"Obesity is a dangerous disease that shares key features with cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Obesity; Key (lock); Disease; Medicine; Cancer; Business; Internal medicine; Computer science; Computer security","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001859236,0.0004771316,0.000763409,0.0001785615,0.0000837757,0.00006760867,0.0002649518,0.0002504318,0.001318659],"category_scores_gemma":[0.0001065632,0.0003216453,0.0001712495,0.0002006271,0.00008497554,0.00005551827,0.0005003889,0.0009854819,0.0002077795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756429,"about_ca_system_score_gemma":0.001339552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688759,"about_ca_topic_score_gemma":0.00431543,"domain_scores_codex":[0.9974759,0.00007518678,0.0002021605,0.0009685415,0.0007657909,0.0005123981],"domain_scores_gemma":[0.9975512,0.0001299863,0.0001413163,0.001210251,0.0001824857,0.0007847529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001859138,0.0003854484,0.5267749,0.01049011,0.0007554707,0.001840293,0.0008753621,0.0001230179,0.000008374387,0.00005348604,0.4502941,0.00654032],"study_design_scores_gemma":[0.0009267778,0.000275054,0.9860709,0.003652283,0.0007434284,0.00001394597,0.0000718592,0.0002055072,0.0001627748,0.0002196731,0.007183004,0.0004747561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761199,0.02059055,0.0002714772,0.0736422,0.002966837,0.008965157,0.003476633,0.003115062,0.01085216],"genre_scores_gemma":[0.8220137,0.00715986,0.003147184,0.02501573,0.001695809,0.00162899,0.00193614,0.0003869356,0.1370156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.459296,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353912038399992,"score_gpt":0.3473733912815034,"score_spread":0.2838342708975035,"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."}}