{"id":"W1601780844","doi":"10.1007/bf03405138","title":"From stool to statistics: reporting of acute gastrointestinal illnesses in Canada.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Humanities; Political science; Medicine; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053858,0.0003803738,0.0004730558,0.008616819,0.001292435,0.002075921,0.001649028,0.000510406,0.006972778],"category_scores_gemma":[0.03213181,0.0003427737,0.0004446831,0.02732413,0.0006397162,0.0009089581,0.001107385,0.0007960519,0.001107619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02950359,"about_ca_system_score_gemma":0.1120337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952434,"about_ca_topic_score_gemma":0.9941446,"domain_scores_codex":[0.9954975,0.0003725536,0.0009957418,0.0002894357,0.002282653,0.0005621168],"domain_scores_gemma":[0.9561967,0.003795801,0.006860158,0.000691478,0.02916983,0.003286145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003358393,0.00004244521,0.4653913,0.003279262,0.0001528292,0.0002842896,0.0008679878,0.0005953035,0.0004870997,0.001708,0.4177969,0.1090588],"study_design_scores_gemma":[0.00004099322,0.00004756871,0.9005408,0.001211665,0.000100187,0.0002192907,0.002050106,0.0007901646,0.0004216543,0.0002214448,0.09431164,0.00004448749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1633829,0.05751028,0.002682527,0.03480518,0.002622614,0.0006334771,0.6885802,0.001217914,0.04856488],"genre_scores_gemma":[0.6673988,0.07289153,0.007049491,0.007750559,0.0006589558,0.0004192047,0.2206166,0.0003686153,0.02284625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02950359,"threshold_uncertainty_score":0.2140645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111309276629969,"score_gpt":0.2796668176652812,"score_spread":0.2485537248989815,"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."}}