{"id":"W4399783548","doi":"10.1097/xeb.0000000000000435","title":"Collaborative implementation science: a Can-SOLVE CKD case example","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Alberta Health Services; Canadian Association of Nurses in Oncology; University of Saskatchewan; University of Calgary","funders":"","keywords":"Psychological intervention; Implementation research; Intervention (counseling); Process management; Knowledge management; Computer science; Evidence-based practice; Psychology; Medicine; Nursing; Alternative medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009400567,0.0003807898,0.0003621461,0.001114973,0.003547379,0.0004396584,0.0005150795,0.0001184589,0.008077932],"category_scores_gemma":[0.001124587,0.0003633651,0.00008225005,0.005425565,0.000427613,0.004083219,0.0003002606,0.0005746881,0.001028874],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838366,"about_ca_system_score_gemma":0.01025351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01884928,"about_ca_topic_score_gemma":0.03011332,"domain_scores_codex":[0.9921798,0.001069251,0.001995808,0.001216835,0.001699667,0.001838645],"domain_scores_gemma":[0.9931928,0.003663009,0.0005919501,0.0006211711,0.001315091,0.00061596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001035379,0.00005133765,0.06115399,0.001764737,0.0001171202,0.0009315701,0.4240303,0.00002116859,0.03669475,0.07397245,0.2164612,0.1846979],"study_design_scores_gemma":[0.003504533,0.000979516,0.05397609,0.001131822,0.0002421257,0.0005789718,0.6216312,0.001074975,0.01275492,0.005413502,0.2972341,0.001478212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445577,0.0003235637,0.005581167,0.03392978,0.003778388,0.008039228,0.001440492,0.0007512862,0.001598453],"genre_scores_gemma":[0.9835214,0.0001693427,0.00357799,0.008992491,0.0007093224,0.00248886,0.0001264274,0.00005830032,0.0003558526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976009,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4590921900933686,"score_gpt":0.715369873183638,"score_spread":0.2562776830902694,"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."}}