{"id":"W2909139116","doi":"10.1177/1360780418823221","title":"Re-Imagining Healthcare and Medical Research Systems in Post-Devolution Scotland","year":2019,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"Economic and Social Research Council; Wellcome Trust; Wellcome","keywords":"Referendum; Devolution (biology); Independence (probability theory); Narrative; Sociology; Health care; Public relations; Work (physics); Gender studies; Public administration; Political science; Law; Politics","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":[0.05647082,0.0007460237,0.0006840351,0.003395652,0.02761793,0.02982938,0.003177023,0.005960286,0.006624675],"category_scores_gemma":[0.0376563,0.001077325,0.0009505714,0.00250186,0.1158611,0.02133006,0.03504186,0.01111679,0.0007974944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03087486,"about_ca_system_score_gemma":0.02885223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03961551,"about_ca_topic_score_gemma":0.05020359,"domain_scores_codex":[0.9553539,0.03108296,0.00122971,0.001919353,0.004222499,0.006191619],"domain_scores_gemma":[0.9558176,0.02657634,0.003559905,0.003453333,0.003220262,0.007372586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005500998,0.00003394746,0.001299169,0.00006661815,0.00001008066,0.001025723,0.7909677,0.0001864399,0.0003991596,0.1987939,0.002130067,0.005032083],"study_design_scores_gemma":[0.00003831262,0.00008959429,0.001984695,0.0002346456,0.00001342324,0.000656943,0.7653722,0.0003873425,0.0006065621,0.05779716,0.1727374,0.00008164392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7110879,0.004446738,0.01680668,0.1652104,0.001183375,0.0001572993,0.00013667,0.0001340833,0.1008369],"genre_scores_gemma":[0.9914244,0.0005244559,0.001280141,0.002433553,0.00008911385,0.0000413137,0.00002622615,0.00003837717,0.004142405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05647082,"threshold_uncertainty_score":0.2986498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5032456529654407,"score_gpt":0.6427642755001972,"score_spread":0.1395186225347566,"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."}}