{"id":"W2613771705","doi":"10.7326/acpjc-2001-135-2-075","title":"A prediction guide for patients with diarrhea detected non-<i>C. difficile</i> diarrhea and reduced culturing of stools","year":2001,"lang":"en","type":"article","venue":"ACP Journal Club","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Diarrhea; Medicine; Clostridium difficile; C difficile; Internal medicine; Clostridium; Gastroenterology; Microbiology; Bacteria; Antibiotics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00134631,0.001112151,0.001000049,0.003950231,0.0006089914,0.001076884,0.00103933,0.001662615,0.02174612],"category_scores_gemma":[0.012713,0.0003504768,0.0008957133,0.001496516,0.0001955958,0.001024744,0.0006479525,0.001960848,0.01078985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604674,"about_ca_system_score_gemma":0.001239108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703289,"about_ca_topic_score_gemma":0.007678069,"domain_scores_codex":[0.9991742,0.0002406821,0.0002229494,0.00008520784,0.0002109152,0.000065932],"domain_scores_gemma":[0.9943347,0.002431677,0.0007384472,0.0001160483,0.001884758,0.0004943431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004832463,0.0003407697,0.1669519,0.0003138004,0.00007084011,0.000997812,0.0001536586,0.002153367,0.0004088308,0.001102042,0.6818354,0.1451885],"study_design_scores_gemma":[0.002503861,0.001936311,0.425896,0.005936697,0.0009859337,0.01809366,0.00303211,0.1310299,0.007615593,0.02088749,0.381505,0.0005774802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2424317,0.01360371,0.3042352,0.1350664,0.009567734,0.007254488,0.1322547,0.02950602,0.1260801],"genre_scores_gemma":[0.4508535,0.006016104,0.4164256,0.01577215,0.002763348,0.007123618,0.050978,0.001678731,0.04838901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02174612,"threshold_uncertainty_score":0.07274806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951601847417548,"score_gpt":0.277886377295732,"score_spread":0.2583703588215565,"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."}}