{"id":"W4385303284","doi":"10.1186/s12913-023-09835-4","title":"Using a theory-informed approach to guide the initial development of a post-tuberculosis care package in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; British Columbia Lung Association","keywords":"Health informatics; Nursing research; Health administration; Medicine; Tuberculosis; Public health; Health services research; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01326612,0.0008893857,0.0005070359,0.002345474,0.01866737,0.005796569,0.003827851,0.001578267,0.006076975],"category_scores_gemma":[0.01352988,0.0008991045,0.0005425016,0.002864931,0.004874219,0.001791088,0.005242829,0.002477469,0.0003925596],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1789085,"about_ca_system_score_gemma":0.3823411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9670282,"about_ca_topic_score_gemma":0.9847403,"domain_scores_codex":[0.9908038,0.00500383,0.0003394627,0.000469288,0.001230284,0.002153369],"domain_scores_gemma":[0.9866594,0.004160437,0.0003782709,0.0002880345,0.005219213,0.003294676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004846776,0.00236519,0.05046244,0.005174891,0.00009725702,0.009826581,0.4090426,0.01073675,0.005759351,0.04432138,0.05179827,0.4099306],"study_design_scores_gemma":[0.000252618,0.0006450684,0.05392629,0.005805983,0.0001047027,0.0005615426,0.6839044,0.01086849,0.003100203,0.006502666,0.2340779,0.0002501609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6848178,0.007154192,0.07085302,0.038635,0.0006445792,0.03018282,0.001343779,0.0005174999,0.1658512],"genre_scores_gemma":[0.8357779,0.003890939,0.1180237,0.003525496,0.00001682655,0.007543573,0.0006024014,0.0001034346,0.03051572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789085,"threshold_uncertainty_score":0.9523497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09987804214282414,"score_gpt":0.4418704039237161,"score_spread":0.3419923617808919,"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."}}