{"id":"W39472209","doi":"10.15173/m.v1i3.612","title":"Reflections on International Health Research","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Population health; Political science; Medicine; Public health; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002207921,0.00004229289,0.00008312533,0.0001051902,0.0002224767,0.000006255196,0.00007465635,0.00002410698,0.0003596712],"category_scores_gemma":[0.0004384316,0.00002543203,0.00003306463,0.0002154258,0.00005465224,0.00002644433,0.00001866884,0.0003131695,0.0009906667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711616,"about_ca_system_score_gemma":0.000513276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853438,"about_ca_topic_score_gemma":0.00001053319,"domain_scores_codex":[0.9988319,0.0001483972,0.0001190765,0.00007513478,0.0003594342,0.000466004],"domain_scores_gemma":[0.9990537,0.0002177705,0.0000218019,0.0002210109,0.00007689295,0.0004088708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002567428,0.0007825029,0.02478783,0.00004246845,0.00002987848,0.00000150549,0.00432762,1.309286e-7,0.0001433027,0.04485437,0.9043642,0.02040947],"study_design_scores_gemma":[0.0001360463,0.0001158925,0.1414186,0.00004043715,0.000002552754,0.00004915012,0.001231199,0.000001249006,0.0001102757,0.0003524026,0.8565158,0.00002647559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5539461,0.000880698,0.000007016597,0.307583,0.004715496,0.0003256309,0.00000535312,0.00004478215,0.1324919],"genre_scores_gemma":[0.9805797,0.00007515927,0.0001456175,0.01238797,0.001705187,0.00003203413,0.000008079567,0.000007337038,0.005058859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266336,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3635088272456768,"score_gpt":0.5847196831047204,"score_spread":0.2212108558590436,"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."}}