{"id":"W6960628430","doi":"10.1371/journal.pone.0256883.g001","title":"Timeline of GeneXpert technology development.","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Timeline; Quarter (Canadian coin); Summit; Work (physics); Cartridge","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001632783,0.0009696498,0.0007830883,0.002393568,0.0008986318,0.002154231,0.001522291,0.001019052,0.3522641],"category_scores_gemma":[0.002748686,0.001101026,0.0007842903,0.001616652,0.0003647754,0.001336403,0.001146457,0.002256212,0.3699901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331059,"about_ca_system_score_gemma":0.002257166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450476,"about_ca_topic_score_gemma":0.00807229,"domain_scores_codex":[0.9987773,0.0001201988,0.00008888375,0.0002651353,0.0006380291,0.0001103462],"domain_scores_gemma":[0.9982283,0.0003385494,0.00009984709,0.0003182817,0.0007067229,0.0003084136],"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":[0.0002301504,0.00007078365,0.0004833694,0.0005195178,0.00001213277,0.0001124627,0.00004507108,0.0003037759,0.02624529,0.003101012,0.8408303,0.1280462],"study_design_scores_gemma":[0.00002838385,0.00006754068,0.001049443,0.00004648179,0.000006529443,0.0001636228,0.00001807414,0.0002646451,0.01236967,0.0007610994,0.9852084,0.00001615385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005891884,0.007591012,0.1270207,0.008171662,0.007593265,0.005077044,0.3694156,0.06462477,0.404614],"genre_scores_gemma":[0.01860756,0.00666777,0.1226252,0.006279897,0.0006828469,0.006537254,0.3001313,0.0129255,0.5255427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3522641,"threshold_uncertainty_score":0.9239166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483749746349359,"score_gpt":0.2311417892017228,"score_spread":0.1963042917382292,"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."}}