{"id":"W4386211789","doi":"10.1021/cen-10128-scicon4","title":"What does genetic research contribute to medicine?","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geneticist; Food and drug administration; Disease; Precision medicine; Human genetics; Drug; Medicine; Genetics; Biology; Psychiatry; Pharmacology; Gene; Pathology","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":[0.0381133,0.001496316,0.003183776,0.006107355,0.004009602,0.01292084,0.002360795,0.01301653,0.01582049],"category_scores_gemma":[0.1005713,0.000850965,0.001808834,0.004255066,0.02797594,0.01986834,0.004804399,0.01526788,0.005526085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006758247,"about_ca_system_score_gemma":0.009735161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012975,"about_ca_topic_score_gemma":0.007242402,"domain_scores_codex":[0.9710076,0.01642754,0.0013091,0.00248333,0.007146359,0.001626073],"domain_scores_gemma":[0.8519954,0.1132599,0.00471319,0.006731493,0.0160305,0.007269478],"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":[0.0002593175,0.0001234099,0.007382098,0.003389976,0.0008109651,0.0008711536,0.00178768,0.0004209846,0.0002432619,0.1992747,0.5718451,0.2135914],"study_design_scores_gemma":[0.00009722081,0.00008663978,0.00211969,0.007581056,0.0002908704,0.001408783,0.002099131,0.0002190809,0.0001972816,0.3421409,0.6436515,0.0001077967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005444882,0.1882492,0.001089958,0.7815135,0.01869776,0.0000105157,0.0001077634,0.00008367208,0.009703267],"genre_scores_gemma":[0.04626299,0.3257764,0.003942446,0.5413982,0.07720438,0.0000578369,0.0001528769,0.000189549,0.00501537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0381133,"threshold_uncertainty_score":0.2015648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0522019759835337,"score_gpt":0.44530514110481,"score_spread":0.3931031651212762,"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."}}