{"id":"W3118868803","doi":"10.1186/s43058-020-00099-1","title":"The CFIR Card Game: a new approach for working with implementation teams to identify challenges and strategies","year":2021,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université du Québec à Trois-Rivières; Douglas Mental Health University Institute; McGill University; Douglas College; Université de Moncton; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Fonds de Recherche du Québec - Santé; Fondation de la recherche en santé du Nouveau-Brunswick; Research Manitoba","keywords":"Implementation research; CLARITY; Computer science; Qualitative research; Medicine; Psychological intervention; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05654724,0.002942686,0.001324099,0.005876437,0.006370902,0.01333657,0.006708323,0.003347859,0.01088613],"category_scores_gemma":[0.09167392,0.001750369,0.001994047,0.002650958,0.01049481,0.01214295,0.01561099,0.005575585,0.002407665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008300755,"about_ca_system_score_gemma":0.01314913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776791,"about_ca_topic_score_gemma":0.01349089,"domain_scores_codex":[0.9165032,0.0709608,0.002829585,0.003024239,0.004184519,0.002497663],"domain_scores_gemma":[0.9055243,0.06951126,0.004258016,0.007416009,0.006604905,0.006685442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009035063,0.003740679,0.01411182,0.00352611,0.0001962759,0.002160267,0.4429728,0.005212622,0.009724081,0.1006867,0.0502721,0.3664931],"study_design_scores_gemma":[0.001242496,0.003408076,0.01093702,0.005533289,0.0003218755,0.002879467,0.3126262,0.03697117,0.009291284,0.1164734,0.4992084,0.001107314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1610025,0.0007548003,0.7275642,0.01256756,0.00136435,0.02368,0.001120542,0.003405741,0.06854025],"genre_scores_gemma":[0.140206,0.0003262876,0.8321322,0.001506661,0.00007931828,0.01701365,0.0003880977,0.0003848196,0.007962983],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05654724,"threshold_uncertainty_score":0.299054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7445529974520254,"score_gpt":0.7206615126775598,"score_spread":0.02389148477446557,"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."}}