{"id":"W4406414120","doi":"10.1016/j.ypat.2013.04.018","title":"10.1016/j.ypat.2013.04.018","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Isolation (microbiology); Polymerase chain reaction; Real-time polymerase chain reaction; Intensive care medicine; Microbiology; Gene; Genetics; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006275378,0.001212446,0.0006588833,0.001437999,0.0008970252,0.00313376,0.001127194,0.003529011,0.9046564],"category_scores_gemma":[0.001322325,0.0004417125,0.00070804,0.0006933055,0.0009102481,0.001878937,0.001302458,0.001650452,0.8634154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135805,"about_ca_system_score_gemma":0.001160873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100019,"about_ca_topic_score_gemma":0.001851197,"domain_scores_codex":[0.9997306,0.00002175156,0.00001880911,0.00007996234,0.00007858372,0.00007024698],"domain_scores_gemma":[0.9992205,0.0001250107,0.00009822503,0.00005067831,0.0001428652,0.0003627604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004517518,0.0003012394,0.004937227,0.0004957427,0.00005029752,0.0005142489,0.0001054272,0.0002912643,0.00148834,0.005796593,0.304393,0.6811749],"study_design_scores_gemma":[0.00009274845,0.0001680864,0.005968845,0.0008558782,0.00005346859,0.003576697,0.0002475472,0.0003403325,0.0006962605,0.005297043,0.9826732,0.00003000512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006983647,0.01802052,0.005184152,0.01182409,0.003548855,0.0001382571,0.004071672,0.002716237,0.9475125],"genre_scores_gemma":[0.01527514,0.00560935,0.003122211,0.002518588,0.0008165282,0.00008833176,0.002479113,0.0003740853,0.9697166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09534365,"threshold_uncertainty_score":0.1359962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427072746174878,"score_gpt":0.2377139041393735,"score_spread":0.2234431766776247,"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."}}