{"id":"W2338560639","doi":"10.1093/ehjci/jev047","title":"Clinical Case Session II: Monday 4 May 2015, 10:00-11:00 * Room: Venecia","year":2015,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Session (web analytics); Medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006269614,0.0004275655,0.001095604,0.0002558072,0.0005471215,0.0002607813,0.0001949371,0.00006980509,0.0003546411],"category_scores_gemma":[0.0006998446,0.0003389169,0.002807837,0.0002669431,0.0001042644,0.0004618566,0.000307138,0.0007986688,0.001110672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227703,"about_ca_system_score_gemma":0.0002006649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006984997,"about_ca_topic_score_gemma":0.000001022613,"domain_scores_codex":[0.9949194,0.001605678,0.000960355,0.0006360612,0.001218431,0.0006601053],"domain_scores_gemma":[0.9968295,0.0001249569,0.0001845994,0.001057532,0.0004866767,0.001316762],"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":[0.0001115787,0.0007684873,0.2669858,0.00003904524,0.002434881,0.0922073,0.0003603429,0.0003520919,0.00003723375,0.000002131085,0.5519004,0.08480074],"study_design_scores_gemma":[0.00454242,0.0003200586,0.03707526,0.000472189,0.001489926,0.08874482,0.0002159577,0.0002003286,0.0001082447,0.000006860014,0.8664894,0.0003345103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035057,0.06210309,0.0006994795,0.008629633,0.003062047,0.0005573852,0.00001262415,0.000251872,0.02117812],"genre_scores_gemma":[0.9886107,0.001165974,0.002777177,0.001275806,0.003714798,0.000005911686,0.00002091097,0.0001802582,0.002248497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3145891,"threshold_uncertainty_score":0.9999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776477068125181,"score_gpt":0.3640658891627683,"score_spread":0.2864181823502502,"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."}}