{"id":"W7115824277","doi":"","title":"YOUTH AND MATERNAL HEALTH IN LOW-RESOURCE SETTINGS","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Maternal health; Pregnancy; Population; Protocol (science); Maternal morbidity; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006114917,0.0003632195,0.0007437794,0.0003624202,0.0004028736,0.00001387427,0.0002715234,0.0007470925,0.01272957],"category_scores_gemma":[0.00004367087,0.0003746818,0.0000836233,0.000453253,0.00004539155,0.00009116687,0.0001610332,0.001727306,0.0004704522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006244481,"about_ca_system_score_gemma":0.0006274355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006454927,"about_ca_topic_score_gemma":0.01533721,"domain_scores_codex":[0.996641,0.0008208397,0.0006511859,0.000690661,0.0001486597,0.001047639],"domain_scores_gemma":[0.9987175,0.0001869952,0.0004121854,0.0002154143,0.00005213264,0.000415743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003501695,0.0001523152,0.1116477,0.03447556,0.0002283744,0.0007050478,0.1175284,0.00005168693,0.00001037593,0.009710991,0.1289843,0.5930035],"study_design_scores_gemma":[0.001105328,0.0001174884,0.0212444,0.005333922,0.00005194973,0.00000319825,0.07757554,0.0001110881,0.000001072268,0.0002854167,0.8938158,0.0003548646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2729095,0.001826487,0.000011097,0.00337241,0.001721887,0.001157787,0.0002318678,0.0002047748,0.7185642],"genre_scores_gemma":[0.02760527,0.0005858756,0.0001469899,0.005841953,0.0002983377,0.000005000609,0.000903273,0.00008172442,0.9645316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7648314,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811307933636885,"score_gpt":0.3280328814012243,"score_spread":0.2999198020648554,"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."}}