{"id":"W4309686949","doi":"10.1016/s2155-8256(22)00094-1","title":"Thematic Analysis of Health Professions Sunset Reports: Foci, Gaps, Impacts, and Best Practices","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Regulation","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Thematic map; Thematic analysis; Sunset; Geography; Political science; Cartography; Sociology; Qualitative research; Social science; Optics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.003049707,0.00006005651,0.0004249584,0.0007770499,0.0002195409,0.00002310594,0.00005834163,0.00002444692,0.0000902658],"category_scores_gemma":[0.0003357292,0.00006098558,0.00009787459,0.0006039115,0.00002552614,0.0002541064,0.00001935443,0.0001384099,5.109022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034708,"about_ca_system_score_gemma":0.00007572548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005256832,"about_ca_topic_score_gemma":0.00002887578,"domain_scores_codex":[0.9983487,0.0001139866,0.001198852,0.0001114596,0.00009735954,0.0001296994],"domain_scores_gemma":[0.9934342,0.00009140672,0.00619473,0.0001622783,0.00005202656,0.00006534474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004270447,0.005607056,0.2311872,0.002229354,0.005129599,0.0000542478,0.09373569,0.02798957,0.0002823764,0.3433004,0.02907806,0.2609794],"study_design_scores_gemma":[0.001294704,0.00249271,0.7353708,0.001587961,0.001220112,0.0004776391,0.0292318,0.02446697,0.00004378604,0.1618777,0.04142882,0.000506991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248173,0.01107316,0.004466024,0.05681303,0.0006654949,0.0003274262,0.00004458659,0.000008164091,0.001784865],"genre_scores_gemma":[0.9983389,0.0003322059,0.00095273,0.0001296323,0.00004088951,0.000002684283,0.00001170564,0.000006854221,0.0001843911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5041836,"threshold_uncertainty_score":0.248692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709215037943919,"score_gpt":0.4052821770117332,"score_spread":0.2343606732173412,"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."}}