{"id":"W1479855541","doi":"10.1080/17441692.2010.545360","title":"A comparison of five introductory textbooks in global health","year":2011,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global health; Index (typography); Library science; Sociology; Media studies; Political science; Health care; Computer science; Law; World Wide Web","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":[0.002300762,0.0002727995,0.001346038,0.0001543932,0.0001159016,0.00001110272,0.0002201131,0.0001726235,0.0001539567],"category_scores_gemma":[0.0004360341,0.0002572417,0.000145025,0.001071884,0.0001815192,0.0001306815,0.00009216629,0.0003533,0.00007817074],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653638,"about_ca_system_score_gemma":0.009070151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293596,"about_ca_topic_score_gemma":0.003018581,"domain_scores_codex":[0.9951276,0.0004076903,0.001575968,0.0005471599,0.0006092028,0.001732447],"domain_scores_gemma":[0.9966091,0.00003702324,0.0005353063,0.000593062,0.0002330145,0.001992508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003487197,0.001475144,0.7701805,0.0008435295,0.0000329851,0.00001974003,0.001566114,0.000001254077,5.829321e-7,0.02001359,0.07664521,0.1288727],"study_design_scores_gemma":[0.001834263,0.001341615,0.9409376,0.0002121516,0.000005754871,0.00009323983,0.001657304,0.0001248862,0.000002291188,0.001197963,0.05240862,0.0001842483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672612,0.01091263,0.0005421554,0.05115767,0.001853787,0.002138436,0.0004619495,0.0002785668,0.06539361],"genre_scores_gemma":[0.9831046,0.0001556724,0.001588233,0.01482271,0.0001630281,0.00001665801,0.0000734463,0.00001175485,0.00006388973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707572,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768912763238071,"score_gpt":0.3950514756763942,"score_spread":0.3181601993525871,"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."}}