{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07686024,0.002262144,0.004152839,0.004587823,0.01323178,0.02868035,0.005559998,0.06944821,0.04329],"category_scores_gemma":[0.1250501,0.001238231,0.003552595,0.003966827,0.06245854,0.04087043,0.02924789,0.08577174,0.007013519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121672,"about_ca_system_score_gemma":0.03637433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008406051,"about_ca_topic_score_gemma":0.01204688,"domain_scores_codex":[0.9483979,0.02275573,0.003011236,0.004545024,0.0121793,0.009110915],"domain_scores_gemma":[0.8689939,0.07822721,0.004476489,0.009162076,0.01258974,0.02655045],"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":[0.00005298951,0.00005697097,0.0002220706,0.0003387425,0.00003476526,0.0001235877,0.001817925,0.00004220234,0.00006246103,0.2486802,0.7351038,0.01346426],"study_design_scores_gemma":[0.00009244477,0.00004201015,0.0004334144,0.001404306,0.00002980477,0.0001128933,0.005018809,0.00003209439,0.00007539181,0.1157812,0.8769257,0.00005180314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001391187,0.01044967,0.0001091351,0.9516859,0.03048045,0.00000648892,0.00002926442,0.000009677578,0.007090332],"genre_scores_gemma":[0.01021264,0.007390666,0.0003924782,0.938549,0.03207396,0.00006755621,0.00004434033,0.0000598019,0.01120961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07686024,"threshold_uncertainty_score":0.4064807,"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."}}