{"id":"W3204409293","doi":"10.5588/pha.20.0082","title":"Experiences with latent TB cascade of care strengthening for household contacts in Calgary, Canada","year":2021,"lang":"en","type":"article","venue":"Public Health Action","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Health Sciences Centre; McGill University Health Centre; University of Calgary","funders":"","keywords":"Medicine; Latent tuberculosis; Family medicine; Nursing; Tuberculosis; Mycobacterium tuberculosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003506543,0.00007198504,0.0003065548,0.0000868961,0.00006253279,0.000006522096,0.00003582672,0.00005428824,0.00001967095],"category_scores_gemma":[0.000673943,0.00005594841,0.00002571746,0.0002041184,0.00002326911,0.00007844656,0.00001151056,0.0001776136,1.303518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479202,"about_ca_system_score_gemma":0.004875117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5508827,"about_ca_topic_score_gemma":0.8180628,"domain_scores_codex":[0.9987172,0.0001308513,0.0002912123,0.0001943404,0.0002096737,0.0004567582],"domain_scores_gemma":[0.9990878,0.0001808363,0.00009373145,0.0001296914,0.0001620293,0.0003459604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534262,0.0005372248,0.6197098,0.004679009,0.0002292239,0.0002165596,0.04059189,0.0001899632,0.00141287,0.0005893771,0.02545372,0.3048561],"study_design_scores_gemma":[0.006437807,0.003058709,0.6247291,0.0005231689,0.00002251078,0.0002904534,0.1692404,0.002982295,0.009878072,0.000008464202,0.1824946,0.0003343589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753087,0.0008792203,0.0001580592,0.02300798,0.0001293494,0.0003432485,0.00001445852,0.00001333545,0.0001456558],"genre_scores_gemma":[0.9971663,0.0001739319,0.0003356523,0.001950702,0.000065501,0.0001438737,0.0001119474,0.000009217257,0.00004281301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3045218,"threshold_uncertainty_score":0.8648248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117358570223149,"score_gpt":0.3692837163934687,"score_spread":0.2575478593711538,"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."}}