{"id":"W7037727786","doi":"","title":"Evolution of an international research collaborative in HIV and rehabilitation:Community engaged process, lessons learned, and recommendations","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Context (archaeology); Rehabilitation; Sustainability; Capacity building; Knowledge transfer; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003668961,0.00005391675,0.00008864458,0.0002094578,0.0006016236,0.00003842194,0.0001942129,0.00002933935,0.0000137941],"category_scores_gemma":[0.001819729,0.00004956819,0.000005095463,0.0005758691,0.0003784003,0.001703642,0.0002088033,0.0004098799,0.000001694601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005462247,"about_ca_system_score_gemma":0.0001110771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004152674,"about_ca_topic_score_gemma":0.003037152,"domain_scores_codex":[0.9974737,0.001876494,0.0001877145,0.000195366,0.0001627635,0.0001040011],"domain_scores_gemma":[0.9978356,0.001117493,0.0000571986,0.0002925839,0.000655482,0.00004167334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003742249,0.0001664575,0.008167556,0.00003911896,0.000006668976,4.169563e-7,0.04333273,0.00001525138,0.0009599415,0.9333335,0.0003433649,0.01359753],"study_design_scores_gemma":[0.003244094,0.002647353,0.252919,0.0005994339,0.000005562762,0.00002691693,0.3994874,0.08104964,0.005010877,0.2091408,0.04521008,0.0006588401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.766995,0.00005806051,0.2152182,0.01240931,0.0001225906,0.0003824525,0.00008715815,0.0000539848,0.004673223],"genre_scores_gemma":[0.8652209,0.00002217308,0.134602,0.00001044657,0.00002025671,0.00002583369,0.00001445919,0.000002537622,0.0000813991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7241927,"threshold_uncertainty_score":0.4627263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796354896184268,"score_gpt":0.4274968238730147,"score_spread":0.3395332749111721,"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."}}