{"id":"W2769326044","doi":"10.1186/s13012-017-0672-y","title":"Effective strategies for scaling up evidence-based practices in primary care: a systematic review","year":2017,"lang":"en","type":"review","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Health administration; Health services research; Health informatics; Primary care; Public health; Nursing research; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03335287,0.0005705727,0.003004745,0.001130991,0.003030545,0.0004528729,0.002356667,0.0001954816,0.0001198259],"category_scores_gemma":[0.02716239,0.0004512091,0.0003147849,0.002095103,0.0004961342,0.004378738,0.0003191454,0.0007277621,0.0001966189],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004442651,"about_ca_system_score_gemma":0.03979482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007054481,"about_ca_topic_score_gemma":0.000566294,"domain_scores_codex":[0.9860556,0.004685996,0.004385787,0.001379588,0.001900246,0.001592789],"domain_scores_gemma":[0.9611204,0.02293978,0.0126289,0.001436086,0.001519176,0.0003556893],"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":[0.000005928135,0.000005853244,0.00004163133,0.8861284,0.00001051336,0.000001331783,0.002787122,3.27243e-7,0.000001391578,0.0002512157,0.0004122232,0.110354],"study_design_scores_gemma":[0.0007999007,0.00009770291,0.0001415208,0.8038977,0.0006886394,0.000003653113,0.006718992,0.00001077595,0.000001433071,0.00004994828,0.1871532,0.0004364507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001318052,0.9476289,0.001131252,0.0008609726,0.001196566,0.04837969,0.0003233675,0.000074216,0.0003918105],"genre_scores_gemma":[0.0001538495,0.9511415,0.001319331,0.006763036,0.0001669977,0.04022273,0.0001183074,0.00004765478,0.0000665948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.186741,"threshold_uncertainty_score":0.9997939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9131818424676105,"score_gpt":0.8113876716533447,"score_spread":0.1017941708142658,"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."}}