{"id":"W2888305247","doi":"10.1186/s13104-018-3714-x","title":"Facilitating implementation of the Decision-Making Capacity Assessment (DMCA) Model: senior leadership perspectives on the use of the National Implementation Research Network (NIRN) Model and frameworks","year":2018,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Thematic analysis; Legislation; Best practice; Legislature; Computer science; Knowledge management; Psychology; Public relations; Medicine; Qualitative research; Political science","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030831,0.0001752256,0.0002344412,0.0003121997,0.005379486,0.00009699693,0.0008066054,0.0001914839,0.0002935589],"category_scores_gemma":[0.02736712,0.0001000682,0.00009078204,0.00187314,0.001710837,0.0004633382,0.0008539793,0.002245986,0.000009446873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008586302,"about_ca_system_score_gemma":0.003539212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531983,"about_ca_topic_score_gemma":0.008269696,"domain_scores_codex":[0.9849684,0.007671774,0.00112043,0.0005462865,0.004334514,0.00135863],"domain_scores_gemma":[0.9289634,0.06568941,0.0005352389,0.0006623541,0.00402236,0.0001272832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003278964,0.0001262452,0.3084502,0.0005394251,0.00007706136,1.377923e-7,0.3779889,0.06510621,0.004904945,0.1977184,0.0343537,0.01040686],"study_design_scores_gemma":[0.0007666252,0.0002355366,0.2711774,0.0007308916,0.00001027001,5.945939e-7,0.3175074,0.3571255,0.0005562081,0.05152373,0.0002026528,0.0001632026],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529148,0.00001292286,0.02684043,0.0162712,0.0001247242,0.003325636,0.0002872424,0.00001610692,0.0002069396],"genre_scores_gemma":[0.9704396,0.00001561054,0.02717844,0.00158243,0.0002600811,0.0004461329,0.000002542704,0.00002329343,0.00005184663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920192,"threshold_uncertainty_score":0.9979634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9309322027884875,"score_gpt":0.7472773293670987,"score_spread":0.1836548734213889,"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."}}