{"id":"W6955464309","doi":"10.57912/23854818.v1","title":"Four challenges that clobal health networks face","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Global health; Quarter (Canadian coin); Resource (disambiguation); Public health; Global network","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0379764,0.00100763,0.0007214556,0.003624667,0.02153197,0.03335448,0.003226906,0.01194517,0.01316548],"category_scores_gemma":[0.05588939,0.0006941305,0.0006881934,0.004270936,0.04022404,0.03598626,0.02442778,0.008187593,0.001850932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465908,"about_ca_system_score_gemma":0.01828638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158192,"about_ca_topic_score_gemma":0.01847092,"domain_scores_codex":[0.9570884,0.03326835,0.0007682093,0.001832649,0.003731488,0.00331095],"domain_scores_gemma":[0.9428068,0.04085745,0.003830273,0.003039967,0.004303848,0.005161584],"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":[0.00004052534,0.00003931516,0.004145173,0.0004769079,0.00002462674,0.0005853664,0.07449805,0.0003800658,0.0001657356,0.8261023,0.04658306,0.04695895],"study_design_scores_gemma":[0.00003591349,0.00007516036,0.00183848,0.001752105,0.00002506193,0.0006351831,0.1744563,0.0005345374,0.0002541069,0.3541255,0.4662019,0.00006587584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02550589,0.01135498,0.01518884,0.7778781,0.002223146,0.0002191054,0.0001125004,0.0001123573,0.1674051],"genre_scores_gemma":[0.8260026,0.01326811,0.01347154,0.1099329,0.001819936,0.0007298402,0.0001533652,0.0002386926,0.03438298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0379764,"threshold_uncertainty_score":0.2008408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568693947068165,"score_gpt":0.3388633639115228,"score_spread":0.1819939692047062,"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."}}