{"id":"W4254314652","doi":"10.21203/rs.3.rs-63508/v3","title":"Effects of programmatic interventions to improve the management of latent tuberculosis: a follow up study up to five months after implementation.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Psychological intervention; Latent tuberculosis; Tuberculosis; Psychology; Medicine; Mycobacterium tuberculosis; Nursing","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":[0.004551665,0.0008373529,0.001243934,0.0007574441,0.0009960325,0.0007091985,0.0008490126,0.001556833,0.002339482],"category_scores_gemma":[0.01048418,0.0005693167,0.001973711,0.0005989893,0.000610643,0.001041034,0.001101962,0.001625062,0.0003448809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417141,"about_ca_system_score_gemma":0.002465897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008958438,"about_ca_topic_score_gemma":0.007925732,"domain_scores_codex":[0.9968887,0.001508218,0.0002230478,0.0002979104,0.0002511613,0.0008309833],"domain_scores_gemma":[0.993979,0.002076356,0.00155095,0.0005303483,0.0005817159,0.001281707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1711781,0.4064918,0.09781183,0.002872587,0.00259411,0.0007232481,0.00492636,0.002241872,0.005717114,0.000339374,0.002684229,0.3024193],"study_design_scores_gemma":[0.06850683,0.4899743,0.4284815,0.0004116375,0.00289167,0.00009488936,0.001249457,0.001565737,0.003957628,0.000216144,0.002567214,0.0000830391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964105,0.0004657776,0.0001909094,0.0001954348,0.00006794999,0.00163302,0.0002879066,0.00003669628,0.0007117857],"genre_scores_gemma":[0.9969413,0.0002081917,0.0004484147,0.0001625624,0.00004463727,0.001447574,0.0002311877,0.000004454565,0.0005115993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008958438,"threshold_uncertainty_score":0.02407181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616867956131427,"score_gpt":0.4554222034469676,"score_spread":0.3992535238856533,"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."}}