{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01134236,0.001938403,0.002389653,0.001536019,0.005836764,0.008481842,0.003011258,0.03715641,0.0522402],"category_scores_gemma":[0.01404284,0.0005487101,0.002180309,0.001179749,0.01207284,0.01982506,0.01100057,0.04285604,0.01373778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005927129,"about_ca_system_score_gemma":0.02835298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640912,"about_ca_topic_score_gemma":0.006089556,"domain_scores_codex":[0.9946595,0.001431721,0.0003254865,0.0007344348,0.001234223,0.001614687],"domain_scores_gemma":[0.9766648,0.005905912,0.0008993506,0.0009462629,0.005999969,0.009583723],"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":[0.00009080398,0.0001353829,0.0004964819,0.000575455,0.00007124738,0.0004049015,0.000280753,0.00033368,0.0004328184,0.1224891,0.8359762,0.03871322],"study_design_scores_gemma":[0.00008655702,0.00007768376,0.0005739558,0.001057883,0.00007899422,0.0005135044,0.001716675,0.000216377,0.0001932825,0.1804045,0.8150186,0.00006213616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001876552,0.00808045,0.0008931528,0.9665773,0.01762774,0.000007735408,0.00006368574,0.00005237272,0.006509846],"genre_scores_gemma":[0.01003663,0.01742375,0.003105185,0.9359426,0.02284128,0.00005815174,0.000209734,0.00007219763,0.01031051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0522402,"threshold_uncertainty_score":0.1747609,"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."}}