{"id":"W2567269832","doi":"10.1373/clinchem.2016.260349","title":"Direct-to-Consumer Testing","year":2016,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Genetic testing; Disease; Personalized medicine; Internet privacy; Medicine; Genetics; Biology; Computer science; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007771912,0.001244785,0.001086222,0.001938893,0.00127746,0.003547686,0.003094919,0.003452094,0.3266667],"category_scores_gemma":[0.03113888,0.000613149,0.001301787,0.001325772,0.001247756,0.002521347,0.004044545,0.002525985,0.1978044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158307,"about_ca_system_score_gemma":0.003082218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359931,"about_ca_topic_score_gemma":0.002842503,"domain_scores_codex":[0.9834059,0.004203254,0.0007186453,0.002401254,0.008453099,0.000817868],"domain_scores_gemma":[0.9789065,0.005675458,0.00109352,0.004346497,0.00793455,0.002043506],"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":[0.0005968594,0.0007791445,0.005408526,0.000975203,0.00006496057,0.001121833,0.0004943222,0.0001394074,0.003558322,0.00872709,0.5498253,0.428309],"study_design_scores_gemma":[0.0001458536,0.0004484016,0.004964615,0.0006195243,0.00004277342,0.00273581,0.0003954295,0.0003498185,0.002883428,0.004503148,0.9828542,0.00005686674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01248993,0.01141355,0.05640759,0.02481452,0.006819073,0.007332192,0.01882081,0.009600522,0.8523018],"genre_scores_gemma":[0.1266421,0.01263292,0.05103,0.03489556,0.003869563,0.006291657,0.01912699,0.002609926,0.7429013],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3266667,"threshold_uncertainty_score":0.9604283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464077102858681,"score_gpt":0.3531673849564001,"score_spread":0.2985266139278133,"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."}}