{"id":"W2117797028","doi":"10.1093/ije/dyu064","title":"Commentary: Genotype does not determine phenotype","year":2014,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Heredity; Inheritance (genetic algorithm); Meaning (existential); Lexicon; Genetics; Context (archaeology); Character (mathematics); Genealogy; Biology; Philosophy; Epistemology; Linguistics; History; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005838006,0.001747655,0.002375538,0.001411788,0.005279345,0.00320852,0.00753397,0.06259587,0.01266635],"category_scores_gemma":[0.03379679,0.001474309,0.002001404,0.001364448,0.00661758,0.007057671,0.002295653,0.0852849,0.01720846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006827,"about_ca_system_score_gemma":0.007342055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02764503,"about_ca_topic_score_gemma":0.02213794,"domain_scores_codex":[0.9958793,0.000932729,0.0003704131,0.000958565,0.001404632,0.0004543101],"domain_scores_gemma":[0.9818565,0.01106988,0.0005765547,0.0006159363,0.004433786,0.001447323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002154565,0.000005244149,0.00003937807,0.00006199413,0.000008602688,0.0002016275,0.0001166686,0.0000158389,0.00004642424,0.001201551,0.9968941,0.001387002],"study_design_scores_gemma":[0.00007028927,0.00003544134,0.0005188005,0.0004576626,0.0000348314,0.0006984847,0.0004011093,0.0001228062,0.0002035659,0.005978016,0.9914221,0.00005683628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001640202,0.001898314,0.00008401845,0.9029749,0.09260517,0.00001884226,0.0001634253,0.000043449,0.002047795],"genre_scores_gemma":[0.001504665,0.001119116,0.0000925917,0.928865,0.06424067,0.00003649669,0.00004024834,0.0000282253,0.004072992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06259587,"threshold_uncertainty_score":0.05496824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615254532627245,"score_gpt":0.3396512747397038,"score_spread":0.3034987294134314,"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."}}