{"id":"W4383849915","doi":"10.56687/9781447352112","title":"Support Workers and the Health Professions in International Perspective","year":2020,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Health professions; Medicine; Sociology; Political science; Health care; Computer science; Law; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006561463,0.0003055303,0.001342208,0.0004534687,0.0001828469,0.0001147067,0.0005401411,0.0002581906,0.00008755749],"category_scores_gemma":[0.002261215,0.0003078564,0.0001557473,0.00003207287,0.0003234299,0.0001180187,0.000279047,0.00074334,0.0002156167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113354,"about_ca_system_score_gemma":0.001934466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671649,"about_ca_topic_score_gemma":0.0007433993,"domain_scores_codex":[0.9952019,0.000459811,0.003057903,0.0007136235,0.0001306216,0.0004361006],"domain_scores_gemma":[0.9957293,0.0009768741,0.002524327,0.000466429,0.0000576026,0.0002454291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004701033,0.00001120723,0.000220745,0.0001634782,0.00009813649,0.000001366285,0.02093553,0.000004231815,5.413395e-9,0.806924,0.1714761,0.0001181776],"study_design_scores_gemma":[0.001735348,0.00004155384,0.0005049548,0.0002614998,0.000006371587,0.00000676009,0.001557813,0.0004741323,1.023523e-7,0.1826116,0.8124991,0.0003007949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001776357,0.00225068,0.0001092322,0.1966793,0.0005308303,0.001647676,0.0007346865,0.00004480281,0.7979851],"genre_scores_gemma":[0.004157918,0.0005909285,0.0003503861,0.0545646,0.002199502,0.0005813207,0.0001030721,0.0001024738,0.9373498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.641023,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4059283143824434,"score_gpt":0.4797895387487247,"score_spread":0.07386122436628123,"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."}}