{"id":"W4220924101","doi":"10.1080/24745332.2022.2036504","title":"Chapter 5: Treatment of tuberculosis disease","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Royal Alexandra Hospital; BC Centre for Disease Control; McGill University; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Tuberculosis; Disease; Medicine; Virology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004207216,0.00008899254,0.000278769,0.0002391691,0.0008132038,0.00000221123,0.0001476094,0.000043441,0.00179573],"category_scores_gemma":[0.0006771708,0.00006984085,0.00006558238,0.00008611022,0.0002665535,0.00003312653,0.00002190844,0.0003873274,0.000001986404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264692,"about_ca_system_score_gemma":0.000911455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331485,"about_ca_topic_score_gemma":0.001727584,"domain_scores_codex":[0.9983124,0.0005655641,0.0005732565,0.0000949233,0.0002118686,0.0002419528],"domain_scores_gemma":[0.9974406,0.0005841064,0.0001286856,0.0002405922,0.0006025551,0.001003442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007108948,0.00009380956,0.61335,0.001740544,0.0001659149,0.00092778,0.1095057,0.00002337131,0.0001045946,0.09175743,0.006158879,0.1754611],"study_design_scores_gemma":[0.002063214,0.008625857,0.03293074,0.0009423275,0.0003730567,0.00003573461,0.1227063,0.00003786706,0.00001493917,0.001329635,0.830713,0.0002273057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140141,0.1471354,0.00003141452,0.02492858,0.001793259,0.0003394276,0.0002018876,0.00001040459,0.01154553],"genre_scores_gemma":[0.9951421,0.0001167158,0.00002383123,0.004349055,0.0002968397,0.00002444183,0.000003892239,0.00001130604,0.00003183248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8245541,"threshold_uncertainty_score":0.9991168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466742425271248,"score_gpt":0.4240761227562806,"score_spread":0.3394086985035681,"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."}}