{"id":"W2230485573","doi":"10.1503/cmaj.150672","title":"Seeking safe stool: Canada needs a universal donor model","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fecal bacteriotherapy; Clostridium difficile; Feces; Medicine; Clostridium Infections; Transplantation; Intensive care medicine; Immunology; Microbiology; Internal medicine; Biology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01314166,0.0005923361,0.0007970678,0.0008372495,0.009919059,0.009439638,0.004239423,0.005233556,0.03494967],"category_scores_gemma":[0.0165937,0.0004302873,0.0009406789,0.001428169,0.006150753,0.005681191,0.009856309,0.01328556,0.003683509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05167305,"about_ca_system_score_gemma":0.2935041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7585455,"about_ca_topic_score_gemma":0.9057204,"domain_scores_codex":[0.9919694,0.001598479,0.0002306723,0.0006357303,0.002835112,0.002730654],"domain_scores_gemma":[0.9589546,0.002743874,0.0008147032,0.001013751,0.009366134,0.02710684],"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":[0.000535212,0.0006923469,0.01576168,0.0006257626,0.00004602308,0.001101782,0.001296914,0.0005442509,0.0007467003,0.1316542,0.6792884,0.1677066],"study_design_scores_gemma":[0.0005096654,0.0007043424,0.01009808,0.002771871,0.00007517637,0.001143974,0.005059951,0.001057157,0.0007161442,0.0433303,0.9343841,0.000149217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008391987,0.008166512,0.005129133,0.9404947,0.005273979,0.0002655435,0.001071902,0.000215722,0.03099051],"genre_scores_gemma":[0.1623598,0.03024042,0.0389399,0.7090316,0.003713811,0.0005848311,0.003074169,0.0005722378,0.05148319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2414545,"threshold_uncertainty_score":0.4857529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250845169294441,"score_gpt":0.2556796943522874,"score_spread":0.233171242659343,"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."}}