{"id":"W4402266820","doi":"10.1158/1538-7445.pediatric24-a028","title":"Abstract A028 Unraveling the complex interplay of genetic, environmental, and lifestyle factors in cancer predisposition: A comprehensive review and analysis","year":2024,"lang":"en","type":"review","venue":"Cancer Research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Genetic predisposition; Medicine; Genetics; Biology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00190635,0.0006655779,0.001129049,0.004654222,0.0004717134,0.002200705,0.0008617214,0.001488835,0.006450818],"category_scores_gemma":[0.005044998,0.0003243393,0.001191453,0.004227352,0.0007487062,0.001889652,0.001109174,0.002177971,0.001747283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188304,"about_ca_system_score_gemma":0.00351605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465109,"about_ca_topic_score_gemma":0.002934604,"domain_scores_codex":[0.9992669,0.0002248942,0.0001249682,0.0001100534,0.0002262201,0.00004694935],"domain_scores_gemma":[0.996469,0.002250133,0.0003383159,0.00006546966,0.0007383383,0.0001386979],"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":[0.0001906087,0.00008020575,0.001959318,0.07855894,0.0005659674,0.0003438771,0.0006912081,0.0005823626,0.001102184,0.01526161,0.1357515,0.7649121],"study_design_scores_gemma":[0.0000119166,0.00009113621,0.003824983,0.04226756,0.0004976639,0.0009236222,0.0003723635,0.0001535943,0.0003742129,0.004097158,0.9473487,0.00003699267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002065509,0.9941556,0.0003425252,0.0028359,0.001126043,0.00001229835,0.0000862542,0.000009466437,0.001225261],"genre_scores_gemma":[0.001590091,0.9953477,0.0003153407,0.0009694714,0.0008574195,0.00001395655,0.00008488818,0.000004528161,0.0008165776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006450818,"threshold_uncertainty_score":0.02158016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08604213214234437,"score_gpt":0.4386370507701933,"score_spread":0.3525949186278489,"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."}}