{"id":"W2021326239","doi":"10.1038/515s10a","title":"Perspective: We need a global solution","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Perspective (graphical); Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006270972,0.00008251157,0.0001166461,0.00002557128,0.00005622755,0.000007978137,0.00004414866,0.001208795,0.00004539504],"category_scores_gemma":[0.0002719798,0.00006143097,0.00007005379,0.0002105449,0.00003605594,0.00002845066,0.00001663249,0.001232844,0.00007845849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363825,"about_ca_system_score_gemma":0.00004666486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004159658,"about_ca_topic_score_gemma":0.000008819748,"domain_scores_codex":[0.9994076,0.00001842648,0.00006834337,0.0001561206,0.0001845306,0.0001649277],"domain_scores_gemma":[0.9996222,0.00001416857,0.00002203217,0.0001442921,0.0001147461,0.00008251717],"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":[0.0004808691,0.0005060491,0.006847395,0.0002136691,0.0002277466,0.00007747096,0.001340228,0.00001585491,0.005482008,0.10543,0.8367073,0.04267142],"study_design_scores_gemma":[0.004513837,0.0004380528,0.02094001,0.0002281917,0.0002064071,0.0001444343,0.002018474,0.002161111,0.0004409719,0.008431892,0.9601859,0.0002906858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3100101,0.04784665,0.002267129,0.2407497,0.01686621,0.001004063,0.00001885209,0.0008237856,0.3804135],"genre_scores_gemma":[0.9957673,0.0002041353,0.0002904301,0.001822135,0.000974523,0.000002187028,0.000006633625,0.000007850404,0.0009248369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6857572,"threshold_uncertainty_score":0.9323335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004191115224246412,"score_gpt":0.2655740506354098,"score_spread":0.2613829354111634,"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."}}