{"id":"W6958429987","doi":"10.6084/m9.figshare.26634648.v1","title":"Additional file 2 of Barriers and facilitators of implementing electronic monitors to improve adherence and health outcomes in tuberculosis patients: protocol for a systematic review based on the Consolidated Framework for Implementation Research","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Tuberculosis; MEDLINE; Data collection; Health care; Workflow","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01509546,0.002611747,0.007305129,0.01108293,0.001672153,0.003192721,0.002220123,0.002413819,0.541499],"category_scores_gemma":[0.07558056,0.002097266,0.007568106,0.01391276,0.0009560465,0.00417512,0.002453063,0.001908206,0.01604198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00544485,"about_ca_system_score_gemma":0.013549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183352,"about_ca_topic_score_gemma":0.02756939,"domain_scores_codex":[0.9934235,0.001915169,0.002986131,0.0007235201,0.0005266464,0.0004250766],"domain_scores_gemma":[0.9503865,0.03732851,0.005710061,0.001410923,0.004552803,0.0006112459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002929498,0.0001004729,0.001013987,0.8546816,0.001620591,0.000147801,0.0005751375,0.0006353476,0.0003451021,0.002250877,0.119202,0.01649762],"study_design_scores_gemma":[0.07389906,0.001788421,0.02260157,0.5507291,0.01921167,0.0005606223,0.002083302,0.002417936,0.001489297,0.01311386,0.3114766,0.0006284582],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001586812,0.003612139,0.002486537,0.001132481,0.0002387017,0.1660959,0.8213697,0.0004918287,0.002985858],"genre_scores_gemma":[0.0074602,0.002894433,0.01117702,0.0009588065,0.0001003028,0.9183471,0.05249069,0.0002216833,0.00634986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.541499,"threshold_uncertainty_score":0.6539961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352424173768847,"score_gpt":0.3805137948953539,"score_spread":0.3369895531576654,"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."}}