{"id":"W4282032912","doi":"10.1007/s10459-022-10119-5","title":"Stakeholders’ perception on the implementation of Developmental Progress Assessment: using the Theoretical Domains Framework to document behavioral determinants","year":2022,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; McGill University; Université de Sherbrooke","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Stakeholder; Perception; Psychology; Concept map; Psychological intervention; Coding (social sciences); Knowledge management; Qualitative research; Medical education; Applied psychology; Public relations; Computer science; Medicine; Political science; Sociology","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":[0.06340388,0.0002846251,0.0002381302,0.002163001,0.002511851,0.005176085,0.000934833,0.00156958,0.002795893],"category_scores_gemma":[0.1365592,0.0003582354,0.0004740474,0.001320132,0.003724574,0.004622999,0.005456215,0.003282275,0.0002252842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006730859,"about_ca_system_score_gemma":0.01509719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380472,"about_ca_topic_score_gemma":0.01053456,"domain_scores_codex":[0.9547049,0.03062885,0.00239914,0.001013612,0.007883006,0.003370499],"domain_scores_gemma":[0.8813845,0.07667063,0.01086857,0.003861887,0.02175013,0.005464197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003764874,0.0007826367,0.417221,0.0006284661,0.0001144673,0.0008375904,0.3442634,0.002932491,0.005109817,0.07282887,0.00252948,0.1523751],"study_design_scores_gemma":[0.00007447748,0.00081971,0.2898471,0.001312898,0.0001360988,0.0005045001,0.6263893,0.01249836,0.005465767,0.03321654,0.0295384,0.0001967962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231345,0.0001561509,0.01465215,0.01402801,0.0000550278,0.0002282414,0.0001041034,0.00003651072,0.04760534],"genre_scores_gemma":[0.998544,0.0000399954,0.001081592,0.0001195155,0.000002580248,0.00002718643,0.00002013413,0.00000344737,0.0001616612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06340388,"threshold_uncertainty_score":0.3353158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3709712712254737,"score_gpt":0.6810833750090514,"score_spread":0.3101121037835776,"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."}}