{"id":"W2031064774","doi":"10.1136/bmj.h2113","title":"A man with rust coloured urine and normocytic anaemia","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Urine; Rust (programming language); Medicine; Internal medicine; Computer science","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":[0.0003609439,0.001896767,0.00125216,0.002561185,0.002237867,0.001059065,0.0006998352,0.002777749,0.003229522],"category_scores_gemma":[0.00254889,0.0009323192,0.0008124328,0.001939108,0.001026366,0.002019414,0.0009041792,0.003213399,0.001047051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009063075,"about_ca_system_score_gemma":0.0007751129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004542052,"about_ca_topic_score_gemma":0.005907525,"domain_scores_codex":[0.9992296,0.0001307572,0.00008248003,0.000212867,0.0001354531,0.0002089275],"domain_scores_gemma":[0.999217,0.000190668,0.0001123538,0.00003867202,0.00008589899,0.0003553728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009287757,0.0001320152,0.01963451,0.00005117118,0.00001599624,0.9730462,0.0004575626,0.0000770871,0.0005409342,0.0002567461,0.003090675,0.002604129],"study_design_scores_gemma":[0.00002244597,0.0002642046,0.01476198,0.00008813697,0.00002040209,0.9812439,0.0003370791,0.0002061167,0.0001679697,0.000459391,0.002400384,0.00002799517],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913311,0.02965254,0.004362277,0.02456439,0.002958514,0.000419071,0.001093944,0.0006090857,0.04500895],"genre_scores_gemma":[0.9843765,0.003471304,0.0009160992,0.006170359,0.001470819,0.00002217196,0.0001683047,0.0000443469,0.003360033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004542052,"threshold_uncertainty_score":0.01080388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641804135859986,"score_gpt":0.2800898218853374,"score_spread":0.2536717805267376,"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."}}