{"id":"W4406565118","doi":"10.1016/j.ypdi.2014.01.038","title":"10.1016/j.ypdi.2014.01.038","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Epidemiology; Intensive care medicine; Multicenter study; 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":[0.0006566203,0.0009870821,0.0005563006,0.001563649,0.0007603829,0.002716927,0.001002916,0.003044898,0.8997207],"category_scores_gemma":[0.001488192,0.0004098895,0.0005146281,0.0008018886,0.0007603887,0.001838322,0.001191968,0.001531099,0.8634303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007791006,"about_ca_system_score_gemma":0.001025764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795236,"about_ca_topic_score_gemma":0.001511036,"domain_scores_codex":[0.9997351,0.000022988,0.00002179364,0.00007241816,0.00007763506,0.0000701286],"domain_scores_gemma":[0.9989468,0.0001614005,0.0001284666,0.00006546068,0.0002064517,0.0004913054],"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":[0.000334244,0.0002479265,0.005151048,0.0004568312,0.00003682748,0.0004004215,0.00009933524,0.0001768706,0.0009024193,0.004199103,0.3245582,0.6634368],"study_design_scores_gemma":[0.00007610399,0.000131582,0.006103586,0.0008460989,0.00003734738,0.003147453,0.0002248203,0.0002073272,0.0004626847,0.003946032,0.9847915,0.00002552147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005747551,0.01699385,0.003171943,0.01110373,0.003314655,0.0001291117,0.003678317,0.002018588,0.9538423],"genre_scores_gemma":[0.01455531,0.006068385,0.00227176,0.002938877,0.001055244,0.00008660294,0.00248974,0.0003419832,0.970192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1002793,"threshold_uncertainty_score":0.1430362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223670807090983,"score_gpt":0.2351254273356415,"score_spread":0.2228887192647316,"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."}}