{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04346967,0.000533685,0.0008380497,0.001942497,0.01398261,0.008021391,0.002906148,0.00889465,0.009633597],"category_scores_gemma":[0.07068986,0.000518909,0.002011943,0.002483995,0.00566818,0.005135261,0.01302324,0.008538899,0.001609679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00971553,"about_ca_system_score_gemma":0.02852285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070988,"about_ca_topic_score_gemma":0.01898625,"domain_scores_codex":[0.952607,0.03558531,0.00175963,0.001442508,0.004332144,0.004273312],"domain_scores_gemma":[0.9555297,0.02578316,0.00178835,0.003386188,0.003958472,0.009554138],"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":[0.0009317456,0.009287134,0.03976598,0.003007691,0.000388968,0.04491284,0.108339,0.006863405,0.0009858713,0.3833708,0.1253711,0.2767754],"study_design_scores_gemma":[0.001080371,0.002282531,0.01353923,0.004573232,0.0002784732,0.02375747,0.1044966,0.01090898,0.002732085,0.1857938,0.6502342,0.0003229394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2437698,0.005457694,0.09996691,0.4098457,0.003294649,0.00540404,0.001055518,0.0005963239,0.2306094],"genre_scores_gemma":[0.8073154,0.003956873,0.1142983,0.03818354,0.0008453547,0.00399133,0.0005333385,0.0002922996,0.03058346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04346967,"threshold_uncertainty_score":0.2298924,"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."}}