{"id":"W119622520","doi":"10.15173/m.v1i13.724","title":"Genetics in Healthcare","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Population health; Peer review; Genetics; Biology; Medicine; Public health; Nursing; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001658192,0.00008250029,0.00006379314,0.00002228689,0.00005042988,0.000007858209,0.0001521731,0.00005940979,0.00002607338],"category_scores_gemma":[0.00004002599,0.00006447286,0.00004099155,0.0000595249,0.00005881231,0.000001346955,0.00004739699,0.00005303603,0.00003307283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001313501,"about_ca_system_score_gemma":0.0001015154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003294191,"about_ca_topic_score_gemma":0.00003851173,"domain_scores_codex":[0.9993387,0.00007263883,0.0001132186,0.0001222236,0.00007721968,0.0002760067],"domain_scores_gemma":[0.9994409,0.000007421094,0.00002627141,0.0003347024,0.00002835587,0.0001623516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647555,0.0008991075,0.816673,0.00010648,0.00003852739,0.000001405931,0.001372042,0.000008956974,0.1344355,0.001115916,0.03925135,0.005932926],"study_design_scores_gemma":[0.001108508,0.0001933731,0.48621,0.00002146484,0.00003660824,0.00002600533,0.001323412,0.000006412853,0.1850512,0.001366933,0.3241961,0.0004599586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767436,0.01996009,0.00001793106,0.002313116,0.000470956,0.0001399869,0.00001252545,0.000005219476,0.0003366052],"genre_scores_gemma":[0.9961101,0.0006830887,0.0002260296,0.001578867,0.00100727,0.00003357595,0.00004061158,0.00001480612,0.0003056149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330463,"threshold_uncertainty_score":0.2629127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547407860357894,"score_gpt":0.292318830325422,"score_spread":0.2768447517218431,"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."}}