{"id":"W2100848823","doi":"10.1186/1748-5908-6-54","title":"Community capacity to acquire, assess, adapt, and apply research evidence: a survey of Ontario's HIV/AIDS sector","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Public Health Ontario; Ontario HIV Treatment Network; McMaster University; Hamilton Health Sciences; University of Toronto; St. Michael's Hospital","funders":"Ontario HIV Treatment Network","keywords":"Health services research; Incentive; Health administration; Capacity building; Flexibility (engineering); Medicine; Public relations; Health informatics; Health policy; Service delivery framework; Implementation research; Service provider; Evidence-based practice; Knowledge management; Service (business); Business; Nursing; Public health; Marketing; Economic growth; Management; Psychological intervention; Political science; Alternative medicine; Computer science","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0610503,0.00017717,0.000329151,0.0008240891,0.003512879,0.00006354009,0.001240818,0.00007447256,0.003490938],"category_scores_gemma":[0.008724041,0.000167811,0.00002330887,0.004022586,0.001610895,0.001664365,0.0009110681,0.0008579788,0.0001547831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502305,"about_ca_system_score_gemma":0.008599469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6209224,"about_ca_topic_score_gemma":0.5810386,"domain_scores_codex":[0.9885356,0.006036195,0.001378253,0.0005697711,0.002109835,0.001370343],"domain_scores_gemma":[0.9894212,0.005576082,0.0005056642,0.0008371224,0.002901216,0.0007587423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006096316,0.00003498379,0.7877862,0.00008975875,0.000004005161,3.604544e-7,0.1957462,4.266747e-7,0.006290637,0.004425595,0.004372268,0.001188578],"study_design_scores_gemma":[0.0005778005,0.0004142563,0.9660957,0.00009914191,0.000004558105,0.000001479475,0.02600194,0.00001157337,0.003585032,0.0008840982,0.002172457,0.0001518881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912418,0.000004519073,0.002456947,0.0008078074,0.0002836506,0.002202246,0.000251483,0.0000394664,0.002712117],"genre_scores_gemma":[0.983559,0.000004370921,0.01312743,0.002569498,0.00003130542,0.0003893977,0.000006883326,0.00001328856,0.0002988501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783095,"threshold_uncertainty_score":0.9996259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9669762777311529,"score_gpt":0.7604212991018839,"score_spread":0.206554978629269,"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."}}