{"id":"W3012827630","doi":"10.1186/s40814-020-0559-6","title":"A type II implementation-effectiveness hybrid quasi-experimental pilot study of a clinical intervention to re-engage people living with HIV into care, ‘Lost & Found’: an implementation science protocol","year":2020,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; ViiV Healthcare","keywords":"Psychological intervention; Intervention (counseling); Nursing; Protocol (science); Medical education; Computer science; Psychology; Process management; Medicine; Alternative medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008943443,0.000292468,0.0007263926,0.0002019937,0.002709301,0.00004752159,0.0003471039,0.00002154857,0.0002264337],"category_scores_gemma":[0.003041595,0.0002444951,0.00003959307,0.001147631,0.0003633313,0.0008472342,0.0008947594,0.000352088,0.00002623706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378489,"about_ca_system_score_gemma":0.0008068149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429413,"about_ca_topic_score_gemma":0.04485044,"domain_scores_codex":[0.9919816,0.00356358,0.001874046,0.001083628,0.0008491174,0.0006480837],"domain_scores_gemma":[0.9952374,0.001737358,0.0007459546,0.0004632746,0.001313559,0.0005024718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001539364,0.001644898,0.7366592,0.0008830628,0.00004344532,4.421172e-7,0.2569363,0.000001786016,0.00103176,0.00003342013,0.0001686829,0.001057628],"study_design_scores_gemma":[0.004698705,0.04327939,0.5454727,0.0001081582,0.00002438685,3.673716e-7,0.4059181,0.00001061702,0.0001939365,0.00002058117,0.0001141523,0.0001588313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215632,0.00001312649,0.0004364494,0.0006726194,0.0001937853,0.07694675,0.00005844303,0.0000697556,0.00004588408],"genre_scores_gemma":[0.9668061,0.000002639794,0.001007527,0.0007962828,0.0001428624,0.03120039,0.00001255097,0.00002411369,0.000007605242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911864,"threshold_uncertainty_score":0.998589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7671425771588389,"score_gpt":0.7227810592133043,"score_spread":0.04436151794553467,"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."}}