{"id":"W4406557802","doi":"10.1016/j.ymed.2014.05.036","title":"10.1016/j.ymed.2014.05.036","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; Clostridium; Microbiology; Bacteria; 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":[0.0005640513,0.0008613236,0.0004934775,0.001215855,0.000808064,0.002208688,0.0008363776,0.003140299,0.8933566],"category_scores_gemma":[0.001413154,0.0003626556,0.0005031255,0.0005377444,0.0007729348,0.001727699,0.001047525,0.001478898,0.8341495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007182173,"about_ca_system_score_gemma":0.0010784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703832,"about_ca_topic_score_gemma":0.001594892,"domain_scores_codex":[0.9997668,0.00002240922,0.00001844032,0.00005645218,0.00007088744,0.00006499658],"domain_scores_gemma":[0.9989962,0.0001370773,0.000117464,0.00005129362,0.000199425,0.0004985667],"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":[0.0004237892,0.0003406015,0.005984205,0.0004703412,0.00003857119,0.000536718,0.0001074614,0.0001627676,0.00093676,0.004221132,0.3711541,0.6156235],"study_design_scores_gemma":[0.00009176044,0.0001789499,0.008014673,0.0009956242,0.00003499323,0.004072379,0.0002748544,0.0001978639,0.0004660304,0.003804924,0.9818423,0.00002564769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00660026,0.01890771,0.002248271,0.01496669,0.003963812,0.0001147116,0.003340318,0.001520366,0.948338],"genre_scores_gemma":[0.01778923,0.00622406,0.001688522,0.003330113,0.001217902,0.00007081863,0.002020583,0.000227166,0.9674316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1066434,"threshold_uncertainty_score":0.1521139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209199950462976,"score_gpt":0.2352890998399769,"score_spread":0.2231971003353471,"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."}}