{"id":"W4406442247","doi":"10.1016/j.ysur.2013.04.015","title":"10.1016/j.ysur.2013.04.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium Difficile Colitis; Meta-analysis; Clostridium difficile; Intensive care medicine; Colitis; General surgery; Internal medicine; Microbiology; 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":[0.000759368,0.001151616,0.0005970351,0.001480533,0.0008781977,0.002658915,0.0008991264,0.003195548,0.8841842],"category_scores_gemma":[0.001476005,0.0004173466,0.0005865671,0.0006443319,0.0008496694,0.001978489,0.001232228,0.001464365,0.8315572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007675989,"about_ca_system_score_gemma":0.001166955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192822,"about_ca_topic_score_gemma":0.002045585,"domain_scores_codex":[0.9997295,0.00002188159,0.00002062259,0.00007578605,0.00007995744,0.00007229162],"domain_scores_gemma":[0.9991341,0.0001407474,0.0001153509,0.00005134583,0.0001815714,0.0003770081],"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":[0.0003837292,0.0002770923,0.005405925,0.000475216,0.00004337377,0.0004305985,0.0001205773,0.0002641648,0.001184148,0.005563977,0.2674602,0.7183909],"study_design_scores_gemma":[0.00007885374,0.0001969163,0.0082258,0.001097935,0.00005136359,0.003659729,0.0003488033,0.0004169545,0.0007294459,0.00571574,0.9794436,0.00003487833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00827491,0.01946157,0.004776493,0.01080631,0.0032495,0.0001250342,0.003402117,0.00247463,0.9474294],"genre_scores_gemma":[0.01872955,0.006213382,0.003002556,0.002459327,0.0008521768,0.00008037049,0.002213416,0.0003553443,0.9660939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1158158,"threshold_uncertainty_score":0.1651971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510988810328021,"score_gpt":0.238739285293591,"score_spread":0.2236293971903108,"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."}}