{"id":"W4313729369","doi":"10.1093/jacamr/dlac138","title":"Fidaxomicin to prevent recurrent <i>Clostridioides difficile</i>: what will it cost in the USA and Canada?","year":2022,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Alberta; McGill University Health Centre","funders":"","keywords":"Clostridioides; Fidaxomicin; Medicine; C difficile; Intensive care medicine; Clostridium difficile; Internal medicine; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007674213,0.0003501177,0.000551944,0.0002036055,0.0004821822,0.0001804729,0.0005337753,0.00006910488,0.0003142342],"category_scores_gemma":[0.0003506625,0.0002954511,0.0001218389,0.0008342412,0.0001144888,0.0001471876,0.0003807386,0.0009161498,0.00001530036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229214,"about_ca_system_score_gemma":0.001232352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0819654,"about_ca_topic_score_gemma":0.6324232,"domain_scores_codex":[0.996311,0.0003331705,0.0006327237,0.0007585546,0.001105754,0.0008588015],"domain_scores_gemma":[0.9983386,0.0003926872,0.0001302409,0.0007334547,0.000115698,0.0002893628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004525203,0.001770889,0.005667678,0.0005507038,0.0001200761,0.001164983,0.001904581,0.0004363735,0.1681836,0.0002929331,0.8059497,0.009433291],"study_design_scores_gemma":[0.002273085,0.0005123575,0.01401113,0.0007636485,0.0001011315,0.0002218651,0.002800299,0.00004503685,0.08015994,0.00001077524,0.8984587,0.0006421051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515332,0.001432684,0.000004875683,0.04364187,0.0004250992,0.00194679,0.0002638507,0.00001874329,0.0007329186],"genre_scores_gemma":[0.9861487,0.001772195,0.00009842554,0.007333158,0.0002044503,0.0002579157,0.00007768066,0.00004442909,0.004063083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5504577,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094036714504197,"score_gpt":0.2808171222242111,"score_spread":0.2598767550791691,"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."}}